initialEDA
2022-10-19
R Markdown
library(tidyverse)## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.2 ──
## ✔ ggplot2 3.3.6 ✔ purrr 0.3.4
## ✔ tibble 3.1.8 ✔ dplyr 1.0.9
## ✔ tidyr 1.2.0 ✔ stringr 1.4.1
## ✔ readr 2.1.2 ✔ forcats 0.5.2
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag() masks stats::lag()data <- data.frame(read.csv("dataset.csv"))
# Extracting the variables we need from the data set
brainData <- select(data, -c('id'))
head(brainData)## gender age hypertension heart_disease ever_married work_type
## 1 Male 3 0 0 No children
## 2 Male 58 1 0 Yes Private
## 3 Female 8 0 0 No Private
## 4 Female 70 0 0 Yes Private
## 5 Male 14 0 0 No Never_worked
## 6 Female 47 0 0 Yes Private
## Residence_type avg_glucose_level bmi smoking_status stroke
## 1 Rural 95.12 18.0 0
## 2 Urban 87.96 39.2 never smoked 0
## 3 Urban 110.89 17.6 0
## 4 Rural 69.04 35.9 formerly smoked 0
## 5 Rural 161.28 19.1 0
## 6 Urban 210.95 50.1 0str(brainData)## 'data.frame': 43400 obs. of 11 variables:
## $ gender : chr "Male" "Male" "Female" "Female" ...
## $ age : num 3 58 8 70 14 47 52 75 32 74 ...
## $ hypertension : int 0 1 0 0 0 0 0 0 0 1 ...
## $ heart_disease : int 0 0 0 0 0 0 0 1 0 0 ...
## $ ever_married : chr "No" "Yes" "No" "Yes" ...
## $ work_type : chr "children" "Private" "Private" "Private" ...
## $ Residence_type : chr "Rural" "Urban" "Urban" "Rural" ...
## $ avg_glucose_level: num 95.1 88 110.9 69 161.3 ...
## $ bmi : num 18 39.2 17.6 35.9 19.1 50.1 17.7 27 32.3 54.6 ...
## $ smoking_status : chr "" "never smoked" "" "formerly smoked" ...
## $ stroke : int 0 0 0 0 0 0 0 0 0 0 ...Converting categorical variables as factor
#gender,hypertension,heart_disease,ever_married,work_type,Residence_type,smoking_status,stroke
brainData$gender = factor(brainData$gender)
brainData$hypertension = factor(brainData$hypertension)
brainData$heart_disease = factor(brainData$heart_disease)
brainData$ever_married = factor(brainData$ever_married)
brainData$work_type = factor(brainData$work_type)
brainData$Residence_type = factor(brainData$Residence_type)
brainData$smoking_status = factor(brainData$smoking_status)
brainData$stroke = factor(brainData$stroke)
str(brainData)## 'data.frame': 43400 obs. of 11 variables:
## $ gender : Factor w/ 3 levels "Female","Male",..: 2 2 1 1 2 1 1 1 1 1 ...
## $ age : num 3 58 8 70 14 47 52 75 32 74 ...
## $ hypertension : Factor w/ 2 levels "0","1": 1 2 1 1 1 1 1 1 1 2 ...
## $ heart_disease : Factor w/ 2 levels "0","1": 1 1 1 1 1 1 1 2 1 1 ...
## $ ever_married : Factor w/ 2 levels "No","Yes": 1 2 1 2 1 2 2 2 2 2 ...
## $ work_type : Factor w/ 5 levels "children","Govt_job",..: 1 4 4 4 3 4 4 5 4 5 ...
## $ Residence_type : Factor w/ 2 levels "Rural","Urban": 1 2 2 1 1 2 2 1 1 2 ...
## $ avg_glucose_level: num 95.1 88 110.9 69 161.3 ...
## $ bmi : num 18 39.2 17.6 35.9 19.1 50.1 17.7 27 32.3 54.6 ...
## $ smoking_status : Factor w/ 4 levels "","formerly smoked",..: 1 3 1 2 1 1 2 3 4 3 ...
## $ stroke : Factor w/ 2 levels "0","1": 1 1 1 1 1 1 1 1 1 1 ...brainData$bmi[is.na(brainData$bmi)] <- median(brainData$bmi, na.rm = T) #replacing NA values with median of the remaining bmi values.
corr_brain <- select_if(brainData, is.numeric)
head(corr_brain)## age avg_glucose_level bmi
## 1 3 95.12 18.0
## 2 58 87.96 39.2
## 3 8 110.89 17.6
## 4 70 69.04 35.9
## 5 14 161.28 19.1
## 6 47 210.95 50.1library("corrplot")## corrplot 0.92 loaded#cor_mat <- cor(corr_brain)
#corrplot(cor_mat,method="number")
#pairs(brainData)library(ggplot2)
ggplot(brainData, aes(y=avg_glucose_level, x=stroke)) +
geom_boxplot() +
geom_boxplot( colour="orange", fill="#7777cc", outlier.colour="red", outlier.shape=4, outlier.size=2) +
labs(title="outlier in avg glucose level not due to stroke`", x="", y = "avg glucose level")
ggplot(brainData, aes(y=bmi, x=stroke)) +
geom_boxplot() +
geom_boxplot( colour="orange", fill="#7777cc", outlier.colour="red", outlier.shape=4, outlier.size=2) +
labs(title="outlier in bmi not due to stroke`", x="", y = "bmi")
avg glucose level of people with stroke is higher than the max
of people without stroke
ggplot(data=brainData, aes(bmi)) +
geom_histogram(breaks=seq(66, 86, by = 1),
col="red",
fill="blue",
alpha = .7) + # opacity
labs(x="bmi", y="Frequency") +
labs(title="bmi histogram using `ggplot`") 
ggplot(data=brainData, aes(age)) +
geom_histogram(breaks=seq(66, 86, by = 1),
col="red",
fill="blue",
alpha = .7) + # opacity
labs(x="age", y="Frequency") +
labs(title="bmi age using `ggplot`") 
#bmi
ggplot(data = brainData, mapping = aes(x = work_type, y = bmi)) +
geom_boxplot()
ggplot(data = brainData, mapping = aes(x = Residence_type, y = bmi)) +
geom_boxplot()
ggplot(data = brainData, mapping = aes(x = ever_married, y = bmi)) +
geom_boxplot()
ggplot(data = brainData, mapping = aes(x = smoking_status, y = bmi)) +
geom_boxplot()
ggplot(data = brainData, mapping = aes(x = hypertension, y = bmi)) +
geom_boxplot()
#avg_glucose_level
ggplot(data = brainData, mapping = aes(x = work_type, y = avg_glucose_level)) +
geom_boxplot()
ggplot(data = brainData, mapping = aes(x = Residence_type, y = avg_glucose_level)) +
geom_boxplot()
ggplot(data = brainData, mapping = aes(x = ever_married, y = avg_glucose_level)) +
geom_boxplot()
ggplot(data = brainData, mapping = aes(x = smoking_status, y = avg_glucose_level)) +
geom_boxplot()
#hypertension high => high avg bloood sugar
ggplot(data = brainData, mapping = aes(x = hypertension, y = avg_glucose_level)) +
geom_boxplot()
qqnorm(brainData$age, main="Q-Q plot of age", col="blue", ylab="age quantiles")
qqline(brainData$age)
qqnorm(brainData$bmi, main="Q-Q plot of bmi", col="blue", ylab="bmi quantiles")
qqline(brainData$bmi)
qqnorm(brainData$avg_glucose_level, main="Q-Q plot of avg_glucose_level", col="blue", ylab="avg_glucose_level quantiles")
qqline(brainData$avg_glucose_level)
summary(brainData)## gender age hypertension heart_disease ever_married
## Female:25665 Min. : 0.08 0:39339 0:41338 No :15462
## Male :17724 1st Qu.:24.00 1: 4061 1: 2062 Yes:27938
## Other : 11 Median :44.00
## Mean :42.22
## 3rd Qu.:60.00
## Max. :82.00
## work_type Residence_type avg_glucose_level bmi
## children : 6156 Rural:21644 Min. : 55.00 Min. :10.10
## Govt_job : 5440 Urban:21756 1st Qu.: 77.54 1st Qu.:23.40
## Never_worked : 177 Median : 91.58 Median :27.70
## Private :24834 Mean :104.48 Mean :28.57
## Self-employed: 6793 3rd Qu.:112.07 3rd Qu.:32.60
## Max. :291.05 Max. :97.60
## smoking_status stroke
## :13292 0:42617
## formerly smoked: 7493 1: 783
## never smoked :16053
## smokes : 6562
##
## Number of NA values in bmi: 1462
Number of NA values in smoking_status: 13292
library(ggplot2)
ggplot(data=brainData, aes(bmi)) +
geom_histogram(col="black",
fill="blue") +
labs(x="bmi", y="frequency") +
labs(title="plot of bmi")## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
tempdf <- subset(brainData, !is.na(bmi)) # removing NA values from bmi and storing it in tempdf
density_bmi <- density(tempdf$bmi)
plot(density_bmi)
ggplot(data = tempdf, mapping = aes(y = bmi)) +
geom_boxplot() + geom_boxplot( colour="black", fill="#7777cc", outlier.colour="red", outlier.shape=8, outlier.size=2)
From the boxplot, we can see that there are multiple outliers.
#install.packages("moments")
library(moments)
skewness(tempdf$bmi)## [1] 0.9255164From the density curve and skewness value, BMI is rightly skewed. So mean is not the right central tendency to fill NA values in BMI. We will NA values in BMI using median of the data. Note: Negative skewness value indicates left skewed and positive skewness value indicates right skewed. The rule of thumb seems to be:
If the skewness is between -0.5 and 0.5, the data are fairly symmetrical If the skewness is between -1 and – 0.5 or between 0.5 and 1, the data are moderately skewed If the skewness is less than -1 or greater than 1, the data are highly skewed
brainData$bmi[is.na(brainData$bmi)] <- median(brainData$bmi, na.rm = T) #replacing NA values with median of the remaining bmi values.
summary(brainData)## gender age hypertension heart_disease ever_married
## Female:25665 Min. : 0.08 0:39339 0:41338 No :15462
## Male :17724 1st Qu.:24.00 1: 4061 1: 2062 Yes:27938
## Other : 11 Median :44.00
## Mean :42.22
## 3rd Qu.:60.00
## Max. :82.00
## work_type Residence_type avg_glucose_level bmi
## children : 6156 Rural:21644 Min. : 55.00 Min. :10.10
## Govt_job : 5440 Urban:21756 1st Qu.: 77.54 1st Qu.:23.40
## Never_worked : 177 Median : 91.58 Median :27.70
## Private :24834 Mean :104.48 Mean :28.57
## Self-employed: 6793 3rd Qu.:112.07 3rd Qu.:32.60
## Max. :291.05 Max. :97.60
## smoking_status stroke
## :13292 0:42617
## formerly smoked: 7493 1: 783
## never smoked :16053
## smokes : 6562
##
## correlation plot for Numeric Variables :
corr_brain <- select_if(brainData, is.numeric)
head(corr_brain)## age avg_glucose_level bmi
## 1 3 95.12 18.0
## 2 58 87.96 39.2
## 3 8 110.89 17.6
## 4 70 69.04 35.9
## 5 14 161.28 19.1
## 6 47 210.95 50.1library("corrplot")
cor_mat <- cor(corr_brain)
corrplot(cor_mat,method="number")
Correlation plot for Factor variables
library(tidyverse)
df_character <- select_if(brainData, is.factor)
head(df_character)## gender hypertension heart_disease ever_married work_type Residence_type
## 1 Male 0 0 No children Rural
## 2 Male 1 0 Yes Private Urban
## 3 Female 0 0 No Private Urban
## 4 Female 0 0 Yes Private Rural
## 5 Male 0 0 No Never_worked Rural
## 6 Female 0 0 Yes Private Urban
## smoking_status stroke
## 1 0
## 2 never smoked 0
## 3 0
## 4 formerly smoked 0
## 5 0
## 6 0#plot_correlation(df_character)
#M = cor(corr_brain)
#corrplot(M, method = 'number') # colorful number
#plot_cData Analysis for average glucose level
get_box_stats <- function(y, upper_limit = max(brainData$avg_glucose_level) * 1.15) {
return(data.frame(
y = 0.95 * upper_limit,
label = paste(
"Count =", length(y), "\n",
"Mean =", round(mean(y), 2), "\n",
"Median =", round(median(y), 2), "\n"
)
))
}
ggplot(brainData, aes(x = stroke, y = avg_glucose_level, fill = stroke)) +
geom_boxplot() +
scale_fill_manual(values = c("#0099f8", "#e74c3c", "#2ecc71")) +
stat_summary(fun.data = get_box_stats, geom = "text", hjust = 0.5, vjust = 0.9) +
theme_classic()
get_box_stats_smoking <- function(y, upper_limit = max(brainData$avg_glucose_level) * 1.15) {
return(data.frame(
y = 0.95 * upper_limit,
label = paste(
"Count =", length(y), "\n",
"Mean =", round(mean(y), 2), "\n",
"Median =", round(median(y), 2), "\n"
)
))
}
ggplot(brainData, aes(x = smoking_status, y = avg_glucose_level, fill = stroke)) +
geom_boxplot() +
scale_fill_manual(values = c("#0099f8", "#e74c3c", "#2ecc71","#2ecc71")) +
stat_summary(fun.data = get_box_stats_smoking, geom = "text", hjust = 0.5, vjust = 0.9) +
theme_classic()
# Basic Scatterplot Matrix
pairs(~avg_glucose_level+bmi+age,data=brainData,
main="Simple Scatterplot Matrix")
# plot the distribution of salaries
# by rank using kernel density plots
ggplot(brainData,
aes(x = avg_glucose_level,
fill = stroke)) +
geom_density(alpha = 0.4) +
labs(title = "avg glucose level distribution by rank")
ggplot(brainData,
aes(x = avg_glucose_level,
fill = smoking_status)) +
geom_density(alpha = 0.4) +
labs(title = "avg glucose level distribution by rank")
ggplot(brainData,
aes(x = avg_glucose_level,
fill = Residence_type)) +
geom_density(alpha = 0.4) +
labs(title = "avg glucose level distribution by rank")
library(ggcorrplot)
model.matrix(~0+., data=brainData) %>%
cor(use="pairwise.complete.obs") %>%
ggcorrplot(show.diag = F, type="lower", lab=TRUE, lab_size=2)
checking smoking status Based on the correlation matrix, smoked is closely related to age, work_type=private Never Smoke closely related to age, ever_married =yes,private, bmi fSMOKE bmi, married=yes, age
smoked_private_yes_dataset <- subset(brainData, work_type=="Private" & ever_married=="Yes" )
smoked_private_no_dataset <- subset(brainData, work_type=="Private" & ever_married=="No" )
ggplot(smoked_private_yes_dataset,
aes(x = age,
fill =smoking_status )) +
geom_density(alpha = 0.4) +
labs(title = "age and smoking status evrmarried=yes ")
ggplot(smoked_private_no_dataset,
aes(x = age,
fill =smoking_status )) +
geom_density(alpha = 0.4) +
labs(title = "age and smoking status evrmarried=no ") #age <25 => formerly smokes 
#30-40 : smokes
#40-80 : formerly smokes
#could be marked as formerly smokeslibrary(ggplot2)
#data(Salaries, package="carData")
# plot experience vs. salary
# (color represents rank and size represents service)
ggplot(brainData,
aes(x = bmi,
y = age,
size = ever_married,
color = smoking_status)) +
geom_point(alpha = .6) +
labs(title = "Academic salary by rank, years of service, and years since degree")## Warning: Using size for a discrete variable is not advised.
missing_smoke <- subset(brainData, smoking_status=="" & age < 10)
less_30 <- subset(brainData, age < 30)
missing_smoke## gender age hypertension heart_disease ever_married work_type
## 1 Male 3.00 0 0 No children
## 3 Female 8.00 0 0 No Private
## 34 Female 3.00 0 0 No children
## 43 Male 4.00 0 0 No children
## 80 Male 8.00 0 0 No children
## 117 Female 0.64 0 0 No children
## 123 Female 4.00 0 0 No children
## 130 Female 0.88 0 0 No children
## 134 Male 4.00 0 0 No children
## 137 Male 5.00 0 0 No children
## 138 Male 4.00 0 0 No children
## 155 Female 5.00 0 0 No children
## 165 Male 7.00 0 0 No Self-employed
## 171 Female 3.00 0 0 No children
## 180 Female 5.00 0 0 No children
## 192 Female 2.00 0 0 No children
## 215 Female 7.00 0 0 No children
## 238 Male 9.00 0 0 No children
## 251 Male 5.00 0 0 No children
## 282 Female 5.00 0 0 No children
## 305 Male 9.00 0 0 No children
## 313 Male 5.00 0 0 No children
## 317 Male 5.00 0 0 No children
## 322 Female 1.80 0 0 No children
## 324 Female 0.32 0 0 No children
## 344 Male 5.00 0 0 No children
## 357 Female 1.08 0 0 No children
## 365 Male 5.00 0 0 No children
## 367 Female 1.80 0 0 No children
## 369 Male 7.00 0 0 No children
## 417 Female 9.00 0 0 No children
## 418 Female 4.00 0 0 No children
## 445 Female 2.00 0 0 No children
## 446 Female 1.80 0 0 No children
## 484 Male 9.00 0 0 No children
## 492 Male 9.00 0 0 No children
## 495 Male 6.00 0 0 No children
## 504 Female 9.00 0 0 No children
## 512 Male 2.00 0 0 No children
## 515 Female 1.16 0 0 No children
## 542 Male 7.00 0 0 No children
## 545 Male 2.00 0 0 No children
## 576 Female 5.00 0 0 No children
## 593 Male 2.00 0 0 No children
## 596 Male 5.00 0 0 No children
## 603 Female 9.00 0 0 No children
## 607 Male 1.00 0 0 No children
## 613 Female 1.40 0 0 No children
## 619 Male 2.00 0 0 No children
## 641 Female 3.00 0 0 No children
## 658 Female 4.00 0 0 No children
## 678 Female 1.72 0 0 No children
## 684 Male 8.00 0 0 No children
## 687 Female 8.00 0 0 No children
## 690 Female 7.00 0 0 No children
## 716 Male 1.00 0 0 No children
## 718 Male 6.00 0 0 No children
## 722 Female 3.00 0 0 No children
## 726 Female 5.00 0 0 No children
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## 745 Female 9.00 0 0 No children
## 747 Male 0.88 0 0 No children
## 752 Female 2.00 0 0 No children
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## 772 Female 6.00 0 0 No children
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## 800 Female 8.00 0 0 No children
## 816 Female 5.00 0 0 No children
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## 915 Female 7.00 0 0 No children
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## 952 Female 2.00 0 0 No children
## 955 Female 2.00 0 0 No children
## 964 Female 3.00 0 0 No children
## 976 Female 0.72 0 0 No children
## 988 Male 1.88 0 0 No children
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## 1001 Male 3.00 0 0 No children
## 1013 Female 3.00 0 0 No children
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## 1022 Male 2.00 0 0 No children
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## 1069 Female 5.00 0 0 No children
## 1072 Male 5.00 0 0 No children
## 1083 Female 3.00 0 0 No children
## 1088 Male 0.80 0 0 No children
## 1129 Male 6.00 0 0 No children
## 1130 Male 4.00 0 0 No children
## 1137 Male 1.08 0 0 No children
## 1142 Female 3.00 0 0 No children
## 1143 Male 2.00 0 0 No children
## 1165 Female 2.00 0 0 No children
## 1181 Male 6.00 0 0 No children
## 1194 Male 9.00 0 0 No children
## 1197 Female 5.00 0 0 No children
## 1199 Female 6.00 0 0 No children
## 1203 Male 2.00 0 0 No children
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## 1224 Female 2.00 0 0 No children
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## 1258 Female 3.00 0 0 No children
## 1260 Male 1.88 0 0 No children
## 1262 Female 5.00 0 0 No children
## 1267 Male 2.00 0 0 No children
## 1273 Female 1.24 0 0 No children
## 1324 Male 4.00 0 0 No children
## 1331 Male 5.00 0 0 No children
## 1341 Male 8.00 0 0 No children
## 1363 Male 2.00 0 0 No children
## 1376 Male 0.40 0 0 No children
## 1385 Female 1.24 0 0 No children
## 1390 Female 0.08 0 0 No children
## 1395 Female 7.00 0 0 No children
## 1409 Female 1.48 0 0 No children
## 1410 Male 2.00 0 0 No children
## 1424 Female 6.00 0 0 No children
## 1443 Female 3.00 0 0 No children
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## 1461 Male 6.00 0 0 No children
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## 1479 Male 3.00 0 0 No children
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## 1536 Male 1.72 0 0 No children
## 1543 Male 5.00 0 0 No children
## 1555 Male 4.00 0 0 No children
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## 1573 Male 1.00 0 0 No children
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## 1961 Female 2.00 0 0 No children
## 1963 Male 5.00 0 0 No children
## 1977 Female 9.00 0 0 No children
## 1980 Male 1.72 0 0 No children
## 2003 Female 3.00 0 0 No children
## 2008 Male 2.00 0 0 No children
## 2017 Male 8.00 0 0 No children
## 2027 Female 1.00 0 0 No children
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## 2245 Female 3.00 0 0 No children
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## 2260 Male 1.64 0 0 No children
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## 2267 Female 7.00 0 0 No children
## 2268 Female 5.00 0 0 No children
## 2270 Male 0.88 0 0 No children
## 2277 Female 2.00 0 0 No children
## 2279 Male 0.88 0 0 No children
## 2320 Male 4.00 0 0 No children
## 2355 Male 7.00 0 0 No children
## 2368 Male 0.32 0 0 No children
## 2377 Male 6.00 0 0 No children
## 2382 Male 5.00 0 0 No children
## 2419 Female 0.80 0 0 No children
## 2442 Male 5.00 0 0 No children
## 2449 Female 7.00 0 0 No children
## 2453 Female 2.00 0 0 No children
## 2457 Male 2.00 0 0 No children
## 2472 Female 2.00 0 0 No children
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## 2599 Female 1.24 0 0 No children
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## 2618 Male 5.00 0 0 No children
## 2636 Female 5.00 0 0 No children
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## Residence_type avg_glucose_level bmi smoking_status stroke
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## 3 Urban 110.89 17.6 0
## 34 Urban 73.74 16.0 0
## 43 Rural 79.17 20.0 0
## 80 Rural 78.05 25.7 0
## 117 Urban 83.82 24.9 0
## 123 Rural 93.25 16.6 0
## 130 Rural 88.11 15.5 0
## 134 Rural 106.22 16.7 0
## 137 Rural 85.84 16.4 0
## 138 Rural 110.15 17.1 0
## 155 Rural 84.59 17.7 0
## 165 Rural 64.06 18.9 0
## 171 Urban 73.20 16.8 0
## 180 Urban 77.88 13.8 0
## 192 Rural 92.48 18.0 0
## 215 Rural 72.35 17.0 0
## 238 Rural 94.59 20.0 0
## 251 Rural 122.19 35.0 0
## 282 Rural 86.11 19.0 0
## 305 Urban 122.22 17.7 0
## 313 Rural 71.43 19.3 0
## 317 Rural 100.52 17.2 0
## 322 Urban 58.26 16.5 0
## 324 Rural 73.71 16.2 0
## 344 Rural 163.70 18.4 0
## 357 Rural 60.53 17.5 0
## 365 Urban 92.23 16.7 0
## 367 Urban 102.34 17.0 0
## 369 Rural 88.39 19.7 0
## 417 Rural 57.27 28.0 0
## 418 Urban 107.25 12.0 0
## 445 Rural 79.89 31.6 0
## 446 Urban 130.61 14.4 0
## 484 Rural 121.80 18.7 0
## 492 Rural 85.02 16.3 0
## 495 Urban 70.78 20.3 0
## 504 Urban 95.81 27.7 0
## 512 Rural 73.62 20.8 0
## 515 Urban 60.98 17.2 0
## 542 Urban 152.81 17.7 0
## 545 Urban 93.88 17.4 0
## 576 Urban 93.88 14.6 0
## 593 Rural 109.10 20.0 0
## 596 Rural 160.83 17.8 0
## 603 Urban 109.32 27.4 0
## 607 Rural 89.30 21.4 0
## 613 Rural 126.18 18.1 0
## 619 Rural 56.77 20.9 0
## 641 Rural 80.63 15.9 0
## 658 Urban 62.61 21.2 0
## 678 Rural 109.51 19.5 0
## 684 Urban 111.02 22.4 0
## 687 Urban 106.51 12.3 0
## 690 Urban 61.68 16.4 0
## 716 Rural 123.21 15.1 0
## 718 Rural 92.98 18.9 0
## 722 Urban 65.15 15.1 0
## 726 Urban 93.07 19.1 0
## 742 Urban 86.75 22.3 0
## 745 Rural 69.87 18.0 0
## 747 Rural 157.57 19.2 0
## 752 Rural 165.11 18.0 0
## 761 Urban 90.51 18.9 0
## 762 Rural 118.87 16.3 0
## 765 Rural 89.11 20.1 0
## 772 Rural 72.07 19.5 0
## 776 Urban 131.89 25.5 0
## 800 Urban 65.32 18.4 0
## 816 Rural 84.93 17.6 0
## 825 Urban 97.84 23.3 0
## 838 Rural 84.30 16.0 0
## 843 Urban 106.40 18.3 0
## 862 Rural 55.86 16.0 0
## 870 Urban 56.30 19.7 0
## 892 Urban 100.91 18.0 0
## 902 Rural 103.25 19.4 0
## 904 Rural 93.74 20.1 0
## 907 Urban 75.79 17.6 0
## 915 Urban 88.60 17.4 0
## 925 Rural 105.76 18.4 0
## 929 Rural 111.21 18.3 0
## 952 Rural 125.68 20.1 0
## 955 Urban 120.85 16.2 0
## 964 Urban 79.63 27.7 0
## 976 Urban 66.36 23.0 0
## 988 Rural 77.91 21.8 0
## 993 Rural 115.54 28.5 0
## 1001 Rural 86.38 22.8 0
## 1013 Rural 94.12 21.4 0
## 1014 Urban 62.40 22.1 0
## 1016 Urban 76.25 20.1 0
## 1021 Rural 103.76 15.9 0
## 1022 Rural 68.52 20.8 0
## 1048 Urban 201.25 27.7 0
## 1052 Urban 88.83 18.5 0
## 1058 Rural 86.84 18.3 0
## 1069 Urban 84.91 26.1 0
## 1072 Rural 145.71 18.1 0
## 1083 Rural 97.60 25.8 0
## 1088 Rural 98.67 17.5 0
## 1129 Urban 83.28 20.0 0
## 1130 Urban 132.41 16.3 0
## 1137 Urban 86.09 19.5 0
## 1142 Urban 82.91 19.9 0
## 1143 Urban 94.75 18.0 0
## 1165 Rural 109.56 16.4 0
## 1181 Urban 87.74 17.7 0
## 1194 Urban 83.83 27.1 0
## 1197 Rural 77.83 15.6 0
## 1199 Rural 119.88 17.8 0
## 1203 Urban 80.98 19.9 0
## 1205 Urban 101.31 18.3 0
## 1215 Rural 68.34 18.0 0
## 1219 Rural 60.39 16.4 0
## 1224 Rural 65.96 19.7 0
## 1241 Urban 107.69 20.3 0
## 1245 Urban 87.94 27.7 0
## 1257 Rural 111.02 20.5 0
## 1258 Rural 114.88 19.1 0
## 1260 Urban 111.65 16.3 0
## 1262 Urban 129.01 17.2 0
## 1267 Urban 78.98 15.1 0
## 1273 Rural 113.96 21.5 0
## 1324 Rural 99.96 15.2 0
## 1331 Urban 82.41 18.4 0
## 1341 Rural 133.63 18.8 0
## 1363 Urban 88.54 17.5 0
## 1376 Urban 109.56 14.3 0
## 1385 Rural 122.04 10.3 0
## 1390 Urban 139.67 14.1 0
## 1395 Urban 61.42 20.8 0
## 1409 Rural 55.51 18.5 0
## 1410 Rural 93.74 18.4 0
## 1424 Urban 78.26 19.4 0
## 1443 Urban 57.33 16.8 0
## 1445 Rural 71.63 16.3 0
## 1461 Urban 97.46 21.3 0
## 1478 Rural 91.54 13.4 0
## 1479 Rural 65.85 17.0 0
## 1491 Urban 101.26 33.8 0
## 1536 Urban 90.46 22.5 0
## 1543 Urban 70.00 18.6 0
## 1555 Urban 97.51 22.0 0
## 1562 Rural 65.67 16.6 0
## 1573 Urban 84.85 20.3 0
## 1587 Urban 62.27 17.3 0
## 1603 Urban 79.33 15.2 0
## 1610 Rural 81.18 20.0 0
## 1629 Rural 56.30 18.0 0
## 1658 Rural 77.87 18.3 0
## 1681 Rural 99.07 20.5 0
## 1691 Rural 59.61 17.1 0
## 1698 Urban 67.33 16.7 0
## 1700 Rural 111.92 23.6 0
## 1708 Rural 118.55 20.7 0
## 1709 Rural 102.04 18.5 0
## 1710 Rural 65.52 33.5 0
## 1729 Urban 129.07 20.6 0
## 1738 Urban 113.40 19.5 0
## 1739 Rural 94.88 17.2 0
## 1740 Urban 82.73 20.8 0
## 1746 Rural 109.40 20.0 0
## 1756 Rural 111.77 21.1 0
## 1761 Urban 124.50 16.4 0
## 1772 Urban 112.92 18.4 0
## 1781 Rural 146.97 18.5 0
## 1791 Rural 57.02 20.7 0
## 1795 Rural 86.74 16.2 0
## 1814 Urban 73.02 27.7 0
## 1820 Rural 131.43 17.7 0
## 1826 Urban 104.51 20.6 0
## 1829 Rural 86.57 18.0 0
## 1840 Urban 101.30 24.8 0
## 1858 Rural 78.53 19.8 0
## 1860 Urban 96.62 16.4 0
## 1863 Rural 206.25 17.0 0
## 1901 Urban 109.97 19.3 0
## 1940 Rural 62.08 16.1 0
## 1943 Urban 55.61 19.6 0
## 1949 Urban 59.05 16.6 0
## 1955 Urban 170.76 20.0 0
## 1961 Rural 155.14 13.7 0
## 1963 Rural 92.56 18.0 0
## 1977 Rural 77.67 17.6 0
## 1980 Rural 127.29 18.5 0
## 2003 Urban 93.30 19.5 0
## 2008 Rural 112.66 14.2 0
## 2017 Urban 89.57 18.8 0
## 2027 Urban 199.83 24.5 0
## 2028 Rural 73.69 24.8 0
## 2037 Rural 125.09 15.4 0
## 2046 Urban 88.02 16.4 0
## 2056 Rural 108.23 18.6 0
## 2088 Rural 85.15 15.1 0
## 2092 Urban 71.92 18.2 0
## 2093 Urban 167.66 18.7 0
## 2096 Urban 80.47 20.6 0
## 2098 Rural 111.32 18.2 0
## 2099 Urban 65.01 17.0 0
## 2117 Urban 162.93 15.7 0
## 2135 Rural 64.55 17.4 0
## 2136 Rural 97.31 22.2 0
## 2141 Urban 122.25 16.7 0
## 2146 Urban 112.19 18.9 0
## 2152 Urban 98.12 20.4 0
## 2177 Urban 116.60 17.1 0
## 2185 Urban 115.12 21.1 0
## 2213 Urban 114.99 18.8 0
## 2214 Urban 79.58 15.5 0
## 2220 Urban 88.79 21.5 0
## 2225 Urban 105.63 19.2 0
## 2245 Urban 74.52 17.5 0
## 2259 Urban 64.20 18.5 0
## 2260 Rural 137.22 18.8 0
## 2262 Rural 90.26 18.1 0
## 2267 Urban 156.82 17.3 0
## 2268 Urban 81.66 17.2 0
## 2270 Urban 90.62 22.4 0
## 2277 Rural 89.72 17.8 0
## 2279 Urban 85.38 23.4 0
## 2320 Rural 62.48 19.9 0
## 2355 Urban 86.60 17.1 0
## 2368 Urban 127.78 20.8 0
## 2377 Rural 79.05 17.9 0
## 2382 Rural 74.79 19.4 0
## 2419 Urban 106.59 15.5 0
## 2442 Urban 101.83 22.7 0
## 2449 Rural 114.82 33.3 0
## 2453 Urban 84.12 15.3 0
## 2457 Urban 70.93 20.3 0
## 2472 Rural 92.30 14.8 0
## 2478 Rural 100.66 18.5 0
## 2483 Urban 84.20 19.2 0
## 2499 Urban 71.81 22.6 0
## 2508 Urban 75.86 20.0 0
## 2524 Urban 142.68 24.4 0
## 2530 Rural 105.18 27.7 0
## 2546 Urban 88.43 17.7 0
## 2567 Urban 107.83 21.2 0
## 2570 Rural 84.10 19.8 0
## 2592 Urban 75.22 33.1 0
## 2594 Rural 104.75 17.1 0
## 2599 Rural 77.33 19.2 0
## 2603 Rural 87.92 14.1 0
## 2618 Urban 148.52 20.6 0
## 2636 Rural 93.03 16.3 0
## 2645 Rural 92.65 17.5 0
## 2649 Urban 123.39 15.2 0
## 2652 Urban 57.02 16.1 0
## 2667 Urban 60.40 17.3 0
## 2682 Urban 66.61 17.4 0
## 2691 Urban 58.35 18.6 0
## 2714 Rural 107.97 26.7 0
## 2721 Urban 170.88 20.8 0
## 2722 Urban 103.34 18.8 0
## 2741 Rural 90.22 18.7 0
## 2751 Rural 59.78 15.9 0
## 2767 Rural 104.95 28.8 0
## 2804 Rural 74.96 18.8 0
## 2828 Urban 62.89 29.4 0
## 2839 Rural 66.33 18.6 0
## 2861 Urban 72.81 18.2 0
## 2885 Urban 107.40 17.7 0
## 2890 Urban 97.28 17.8 0
## 2895 Urban 56.11 22.9 0
## 2906 Rural 96.43 25.7 0
## 2909 Urban 71.25 18.8 0
## 2916 Rural 80.55 15.1 0
## 2975 Urban 66.25 15.8 0
## 3028 Urban 125.03 19.8 0
## 3035 Urban 93.55 23.3 0
## 3042 Rural 73.27 19.5 0
## 3053 Rural 127.23 20.1 0
## 3063 Urban 78.24 15.3 0
## 3070 Rural 99.75 16.0 0
## 3083 Rural 73.92 17.2 0
## 3084 Urban 93.24 31.9 0
## 3097 Rural 70.33 16.9 0
## 3105 Rural 75.69 17.7 0
## 3108 Rural 57.80 17.6 0
## 3115 Urban 114.02 18.1 0
## 3117 Rural 55.59 17.9 0
## 3119 Urban 105.05 20.4 0
## 3123 Urban 159.39 12.8 0
## 3125 Urban 81.42 13.5 0
## 3127 Rural 98.90 18.8 0
## 3128 Urban 82.64 14.5 0
## 3136 Urban 101.61 33.1 0
## 3143 Urban 83.16 15.1 0
## 3145 Urban 83.13 16.8 0
## 3148 Rural 61.75 16.2 0
## 3176 Rural 67.84 24.0 0
## 3198 Urban 89.28 14.2 0
## 3208 Rural 104.30 18.5 0
## 3226 Urban 84.50 15.8 0
## 3229 Rural 100.98 19.0 0
## 3241 Rural 123.10 20.6 0
## 3247 Urban 98.23 14.1 0
## 3254 Rural 97.26 16.7 0
## 3272 Urban 62.69 28.7 0
## 3280 Urban 60.09 19.6 0
## 3353 Urban 94.49 16.6 0
## 3356 Urban 98.22 34.0 0
## 3365 Urban 87.74 17.1 0
## 3370 Rural 110.17 20.3 0
## 3383 Rural 92.00 17.9 0
## 3394 Rural 136.96 15.2 0
## 3416 Rural 143.97 27.7 0
## 3421 Rural 82.49 15.1 0
## 3429 Urban 114.71 17.4 0
## 3430 Urban 61.54 13.2 0
## 3435 Urban 84.68 14.5 0
## 3437 Rural 114.54 15.1 0
## 3458 Urban 81.05 18.7 0
## 3462 Rural 91.81 15.8 0
## 3466 Rural 115.40 19.2 0
## 3468 Rural 100.19 18.7 0
## 3487 Rural 109.81 17.9 0
## 3489 Rural 123.49 19.5 0
## 3495 Rural 89.38 19.0 0
## 3496 Urban 82.30 18.8 0
## 3506 Urban 92.62 15.4 0
## 3517 Rural 74.50 27.7 0
## 3525 Urban 83.55 22.4 0
## 3526 Urban 61.53 20.5 0
## 3527 Rural 100.74 18.6 0
## 3533 Urban 113.95 16.0 0
## 3538 Urban 68.80 27.7 0
## 3543 Rural 121.99 19.6 0
## 3558 Urban 84.60 18.4 0
## 3570 Rural 77.08 16.9 0
## 3574 Urban 56.32 15.9 0
## 3598 Rural 75.41 21.9 0
## 3599 Rural 95.28 16.5 0
## 3602 Urban 95.39 20.4 0
## 3611 Urban 112.11 20.1 0
## 3620 Rural 56.21 19.0 0
## 3622 Urban 82.56 16.6 0
## 3632 Urban 105.75 19.8 0
## 3642 Urban 90.60 16.6 0
## 3649 Urban 105.34 15.5 0
## 3657 Rural 76.12 19.4 0
## 3659 Urban 91.53 18.0 0
## 3662 Urban 74.42 22.5 0
## 3664 Urban 89.85 23.3 0
## 3672 Urban 89.04 17.8 0
## 3677 Urban 65.21 17.2 0
## 3681 Rural 80.83 18.0 0
## 3689 Urban 115.47 18.9 0
## 3697 Urban 69.89 18.1 0
## 3702 Rural 109.12 18.9 0
## 3708 Urban 80.92 18.3 0
## 3711 Rural 90.42 16.2 0
## 3723 Rural 70.25 17.0 0
## 3736 Rural 157.01 17.0 0
## 3743 Rural 85.16 20.2 0
## 3752 Urban 103.11 18.3 0
## 3755 Urban 78.76 27.7 0
## 3757 Urban 79.89 13.8 0
## 3783 Rural 69.79 13.0 0
## 3816 Rural 68.35 19.1 0
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## 42002 Urban 84.04 17.2 0
## 42020 Urban 104.91 15.1 0
## 42044 Rural 76.06 18.1 0
## 42049 Rural 65.91 18.5 0
## 42062 Rural 83.33 20.7 0
## 42066 Rural 71.42 26.3 0
## 42080 Urban 60.60 17.1 0
## 42088 Rural 79.17 19.9 0
## 42102 Urban 80.99 14.8 0
## 42155 Rural 82.26 13.3 0
## 42158 Urban 122.79 20.4 0
## 42162 Rural 92.23 18.4 0
## 42191 Urban 59.95 18.3 0
## 42204 Urban 81.84 19.7 0
## 42206 Rural 67.65 15.0 0
## 42215 Rural 141.10 20.1 0
## 42230 Rural 71.97 17.3 0
## 42233 Rural 93.51 15.6 0
## 42243 Rural 90.14 14.8 0
## 42247 Rural 109.29 16.9 0
## 42248 Urban 113.30 17.1 0
## 42256 Rural 108.07 22.0 0
## 42259 Urban 108.94 20.2 0
## 42265 Urban 81.54 24.3 0
## 42273 Urban 108.53 20.1 0
## 42289 Urban 78.58 15.8 0
## 42290 Urban 107.53 18.4 0
## 42291 Rural 82.60 18.2 0
## 42346 Urban 83.09 17.3 0
## 42357 Urban 120.63 17.6 0
## 42367 Urban 85.76 23.2 0
## 42382 Rural 103.34 19.8 0
## 42383 Urban 84.07 15.3 0
## 42384 Rural 78.00 14.7 0
## 42391 Urban 63.83 24.6 0
## 42399 Urban 103.86 21.0 0
## 42404 Rural 82.49 15.2 0
## 42412 Rural 76.14 17.2 0
## 42426 Urban 81.61 12.6 0
## 42429 Rural 105.36 19.6 0
## 42447 Rural 110.93 22.2 0
## 42448 Rural 101.27 16.8 0
## 42454 Rural 99.72 23.4 0
## 42456 Urban 93.29 18.3 0
## 42463 Rural 126.92 15.3 0
## 42480 Urban 93.74 17.7 0
## 42493 Urban 74.77 16.6 0
## 42516 Urban 137.92 17.5 0
## 42521 Rural 77.43 19.3 0
## 42523 Rural 74.35 20.6 0
## 42580 Rural 89.75 24.6 0
## 42587 Rural 110.83 15.8 0
## 42588 Rural 117.05 16.8 0
## 42591 Urban 84.25 18.7 0
## 42616 Urban 63.59 17.9 0
## 42626 Rural 101.45 19.8 0
## 42635 Urban 60.03 17.9 0
## 42637 Rural 76.24 19.9 0
## 42638 Rural 75.42 16.2 0
## 42649 Urban 75.67 17.4 0
## 42666 Rural 97.15 16.2 0
## 42671 Urban 87.05 15.4 0
## 42672 Urban 82.84 18.6 0
## 42678 Rural 71.50 20.7 0
## 42691 Rural 78.30 19.2 0
## 42693 Urban 125.92 22.5 0
## 42696 Urban 79.58 18.5 0
## 42697 Urban 139.60 20.9 0
## 42708 Urban 85.54 16.4 0
## 42709 Urban 124.76 19.7 0
## 42735 Urban 78.37 23.6 0
## 42747 Rural 108.82 18.8 0
## 42748 Urban 80.37 16.4 0
## 42761 Rural 57.24 17.1 0
## 42762 Rural 92.81 18.1 0
## 42775 Rural 78.52 14.5 0
## 42784 Urban 80.88 17.5 0
## 42791 Rural 55.76 19.9 0
## 42797 Rural 73.91 17.7 0
## 42813 Urban 113.73 25.6 0
## 42841 Rural 180.66 14.6 0
## 42843 Urban 112.45 18.3 0
## 42848 Urban 100.72 17.4 0
## 42863 Rural 89.62 18.5 0
## 42866 Urban 89.87 28.6 0
## 42869 Urban 83.67 16.0 0
## 42875 Urban 68.62 19.4 0
## 42878 Rural 97.58 22.8 0
## 42881 Rural 80.35 13.0 0
## 42882 Urban 133.64 16.8 0
## 42894 Rural 80.42 16.4 0
## 42896 Urban 61.65 19.8 0
## 42904 Rural 150.98 19.1 0
## 42909 Urban 105.70 12.9 0
## 42910 Urban 86.48 22.4 0
## 42915 Urban 100.72 20.6 0
## 42919 Rural 100.27 14.1 0
## 42930 Rural 90.70 23.6 0
## 42949 Rural 82.98 19.8 0
## 42955 Rural 75.91 17.3 0
## 42956 Urban 97.10 14.1 0
## 42972 Rural 68.03 18.7 0
## 42983 Urban 81.78 15.0 0
## 42985 Urban 71.83 20.6 0
## 42991 Rural 77.24 23.7 0
## 43018 Urban 82.14 16.8 0
## 43023 Urban 86.55 16.2 0
## 43024 Rural 90.40 22.6 0
## 43032 Urban 91.86 17.6 0
## 43040 Urban 80.00 18.0 0
## 43043 Urban 96.13 20.7 0
## 43044 Rural 89.06 20.9 0
## 43049 Rural 89.90 16.4 0
## 43060 Rural 109.35 16.7 0
## 43061 Urban 88.42 18.1 0
## 43067 Rural 74.81 17.1 0
## 43078 Rural 67.35 17.6 0
## 43079 Urban 83.15 15.9 0
## 43094 Rural 58.78 18.4 0
## 43107 Urban 90.38 16.1 0
## 43130 Rural 84.40 17.5 0
## 43139 Urban 134.45 14.0 0
## 43143 Urban 109.53 16.2 0
## 43151 Rural 75.70 15.0 0
## 43154 Rural 97.87 24.5 0
## 43157 Rural 82.58 27.7 0
## 43158 Rural 184.37 17.5 0
## 43159 Rural 63.69 15.8 0
## 43165 Urban 107.90 23.7 0
## 43166 Urban 99.58 18.6 0
## 43198 Rural 149.04 20.3 0
## 43208 Rural 57.34 14.9 0
## 43212 Rural 95.66 17.5 0
## 43221 Rural 125.11 12.1 0
## 43224 Urban 74.46 17.7 0
## 43230 Rural 65.50 16.2 0
## 43249 Rural 65.24 18.7 0
## 43270 Urban 62.72 18.5 0
## 43272 Rural 73.95 16.6 0
## 43283 Urban 83.35 19.2 0
## 43292 Rural 61.94 16.4 0
## 43297 Rural 78.07 21.9 0
## 43303 Rural 72.25 16.7 0
## 43326 Rural 112.06 18.7 0
## 43331 Urban 87.74 16.6 0
## 43342 Urban 107.51 16.0 0
## 43344 Urban 62.94 22.8 0
## 43353 Rural 75.76 38.0 0
## 43355 Rural 82.93 18.4 0
## 43364 Urban 90.75 16.8 0
## 43370 Rural 81.38 17.8 0
## 43377 Rural 83.32 21.3 0
## 43383 Urban 68.49 16.8 0
## 43392 Urban 77.48 19.1 0ggplot(brainData,
aes(x = age,
fill = smoking_status)) +
geom_density(alpha = 0.4) +
labs(title = "avg glucose level distribution by age")
ggplot(less_30,
aes(x = age,
fill = smoking_status)) +
geom_density(alpha = 0.4) +
labs(title = "avg glucose level distribution by age for people less than 30")
get_box_stats_ <- function(y, upper_limit = max(brainData$age) * 1.15) {
return(data.frame(
y = 0.95 * upper_limit,
label = paste(
"Count =", length(y), "\n",
"Mean =", round(mean(y), 2), "\n",
"Median =", round(median(y), 2), "\n"
)
))
}
ggplot(brainData, aes(x = smoking_status, y = age, fill = work_type)) +
geom_boxplot() +
scale_fill_manual(values = c("orange", "black", "blue","green","yellow")) +
stat_summary(fun.data = get_box_stats_, geom = "text", hjust = 0.5, vjust = 0.9) +
theme_classic()
ggplot(brainData, aes(x = smoking_status, y = age, fill = ever_married)) +
geom_boxplot() +
scale_fill_manual(values = c("orange", "black", "blue","green","yellow")) +
#stat_summary(fun.data = get_box_stats_, geom = "text", hjust = 0.5, vjust = 0.9) +
theme_classic()
ggplot(brainData, aes(x = smoking_status, y = avg_glucose_level, fill = work_type)) +
geom_boxplot() +
scale_fill_manual(values = c("orange", "black", "blue","green","yellow")) +
#stat_summary(fun.data = get_box_stats_, geom = "text", hjust = 0.5, vjust = 0.9) +
theme_classic()
ggplot(brainData, aes(x = smoking_status, y = avg_glucose_level, fill = ever_married)) +
geom_boxplot() +
scale_fill_manual(values = c("orange", "black", "blue","green","yellow")) +
#stat_summary(fun.data = get_box_stats_, geom = "text", hjust = 0.5, vjust = 0.9) +
theme_classic()
Data Analysis for Smoking Status
brainData[brainData == ''] <- NA
no_na_for_smoking_status <- subset(brainData, !is.na(smoking_status))
no_na_for_smoking_status## gender age hypertension heart_disease ever_married work_type
## 2 Male 58 1 0 Yes Private
## 4 Female 70 0 0 Yes Private
## 7 Female 52 0 0 Yes Private
## 8 Female 75 0 1 Yes Self-employed
## 9 Female 32 0 0 Yes Private
## 10 Female 74 1 0 Yes Self-employed
## 12 Male 79 0 1 Yes Private
## 13 Female 37 0 0 Yes Private
## 14 Female 37 0 0 Yes Private
## 15 Female 40 0 0 Yes Private
## 16 Male 35 0 0 No Private
## 17 Female 20 0 0 No Private
## 18 Female 42 0 0 Yes Private
## 19 Female 44 0 0 Yes Govt_job
## 20 Female 79 0 1 Yes Self-employed
## 22 Female 57 1 0 Yes Private
## 23 Female 49 0 0 Yes Private
## 24 Male 71 0 0 Yes Private
## 25 Female 59 0 0 Yes Private
## 26 Female 25 0 0 Yes Private
## 27 Female 67 0 0 Yes Govt_job
## 28 Female 38 0 0 No Private
## 29 Female 54 0 0 Yes Private
## 30 Female 70 0 0 Yes Self-employed
## 33 Male 58 1 0 No Private
## 37 Female 32 0 0 Yes Private
## 38 Female 23 0 0 No Private
## 41 Male 59 0 0 Yes Private
## 45 Male 67 0 0 Yes Private
## 47 Female 45 0 0 Yes Govt_job
## 48 Female 66 0 0 Yes Private
## 49 Male 58 1 0 Yes Govt_job
## 50 Male 69 0 0 Yes Self-employed
## 53 Female 78 0 0 No Self-employed
## 54 Male 44 0 0 Yes Private
## 55 Male 66 0 0 Yes Private
## 56 Male 27 0 0 Yes Private
## 57 Male 43 0 0 Yes Private
## 60 Female 30 0 0 Yes Private
## 61 Male 46 0 0 Yes Self-employed
## 64 Male 67 0 1 Yes Private
## 66 Female 38 0 0 Yes Private
## 67 Female 78 1 0 Yes Private
## 68 Male 57 0 1 Yes Private
## 69 Male 61 0 0 Yes Self-employed
## 70 Female 37 1 0 Yes Self-employed
## 71 Female 48 0 0 Yes Private
## 72 Female 29 0 0 No Private
## 77 Male 27 0 0 No Govt_job
## 78 Male 76 0 0 Yes Private
## 79 Female 57 1 0 Yes Private
## 81 Female 21 0 0 No Private
## 82 Female 61 0 0 Yes Self-employed
## 83 Female 18 0 0 No Private
## 84 Female 78 0 0 Yes Private
## 85 Female 78 1 0 Yes Private
## 86 Male 33 0 0 Yes Self-employed
## 87 Female 52 0 0 Yes Private
## 91 Female 82 0 1 No Private
## 92 Female 54 0 0 Yes Govt_job
## 93 Female 49 0 0 Yes Private
## 94 Female 24 0 0 Yes Private
## 95 Female 37 0 0 Yes Private
## 96 Male 34 0 1 Yes Private
## 97 Male 64 0 0 Yes Govt_job
## 98 Female 66 0 0 Yes Self-employed
## 99 Female 23 0 0 No Private
## 100 Male 68 0 0 Yes Private
## 101 Female 55 0 0 Yes Govt_job
## 102 Female 25 0 0 No Private
## 103 Female 48 0 0 No Govt_job
## 104 Female 79 1 1 Yes Self-employed
## 105 Female 47 0 0 Yes Private
## 106 Female 20 0 0 No Private
## 107 Female 60 0 0 Yes Private
## 108 Female 32 0 0 Yes Private
## 109 Female 66 1 0 Yes Private
## 110 Male 43 0 0 Yes Private
## 111 Female 36 0 0 No Govt_job
## 112 Male 52 0 0 Yes Self-employed
## 113 Female 29 0 0 Yes Private
## 114 Female 76 1 0 Yes Self-employed
## 115 Female 39 0 0 Yes Self-employed
## 116 Male 76 0 0 Yes Private
## 119 Female 72 0 0 Yes Private
## 120 Female 43 0 0 Yes Self-employed
## 121 Female 57 0 0 No Self-employed
## 122 Female 44 0 0 Yes Private
## 124 Male 44 0 0 Yes Private
## 125 Female 18 0 0 No Private
## 126 Male 41 0 0 Yes Private
## 127 Female 23 0 0 Yes Private
## 128 Female 53 0 0 Yes Govt_job
## 129 Male 56 0 0 Yes Govt_job
## 133 Female 53 0 0 Yes Private
## 135 Female 39 0 0 Yes Private
## 136 Male 53 1 1 Yes Govt_job
## 139 Female 37 0 0 Yes Private
## 140 Male 70 1 0 Yes Self-employed
## 141 Male 24 0 0 No Private
## 142 Male 80 0 1 Yes Private
## 143 Male 55 0 0 Yes Govt_job
## 144 Female 70 0 0 Yes Private
## 145 Male 34 0 0 Yes Private
## 146 Male 26 0 0 Yes Private
## 147 Female 39 0 0 Yes Private
## 148 Male 38 0 0 No Self-employed
## 149 Female 20 0 0 No Private
## 150 Female 17 0 0 No Private
## 151 Male 60 1 0 Yes Private
## 152 Female 75 0 0 Yes Self-employed
## 153 Female 31 0 0 Yes Private
## 154 Male 58 1 0 Yes Private
## 156 Female 13 0 0 No children
## 158 Female 52 0 0 Yes Govt_job
## 160 Female 78 0 1 Yes Govt_job
## 162 Female 21 0 0 Yes Private
## 163 Female 22 0 0 Yes Private
## 166 Male 64 1 0 Yes Self-employed
## 167 Female 64 0 0 No Govt_job
## 169 Male 12 0 0 No children
## 170 Female 33 0 0 Yes Private
## 172 Female 37 0 0 Yes Private
## 173 Female 22 0 0 No Private
## 174 Female 24 0 0 No Private
## 178 Female 52 0 0 Yes Private
## 179 Female 68 0 0 Yes Private
## 181 Female 56 1 0 Yes Private
## 182 Female 43 0 0 Yes Private
## 183 Female 40 0 0 Yes Private
## 184 Male 53 0 0 Yes Private
## 185 Female 52 0 1 Yes Private
## 186 Male 31 0 0 Yes Govt_job
## 187 Female 63 0 0 Yes Govt_job
## 188 Female 69 0 0 Yes Self-employed
## 189 Male 64 0 0 Yes Govt_job
## 190 Female 64 0 0 Yes Private
## 191 Female 62 0 0 Yes Self-employed
## 193 Male 53 0 0 Yes Private
## 194 Male 65 1 0 Yes Private
## 195 Female 22 0 0 No Private
## 196 Female 26 0 0 No Private
## 202 Female 65 0 0 Yes Self-employed
## 204 Male 42 0 0 Yes Govt_job
## 205 Male 72 0 1 Yes Self-employed
## 206 Male 13 0 0 No children
## 207 Male 29 0 0 No Private
## 209 Female 42 0 0 Yes Private
## 210 Male 13 0 0 No Private
## 211 Male 75 0 1 No Private
## 212 Female 33 1 0 Yes Private
## 217 Female 44 0 0 No Private
## 218 Female 78 0 0 Yes Self-employed
## 219 Male 25 0 0 Yes Private
## 220 Male 69 0 0 Yes Private
## 221 Female 61 1 0 Yes Private
## 222 Female 43 1 0 No Self-employed
## 223 Female 38 1 0 Yes Private
## 225 Male 26 0 0 Yes Private
## 226 Female 18 0 0 No Self-employed
## 227 Female 43 0 0 Yes Private
## 228 Female 43 0 0 Yes Govt_job
## 229 Female 32 0 0 No Private
## 230 Female 81 0 0 No Private
## 233 Female 66 0 0 Yes Govt_job
## 234 Male 54 1 0 Yes Private
## 239 Female 48 0 0 Yes Self-employed
## 240 Female 31 0 0 Yes Private
## 241 Male 20 0 0 No Private
## 243 Female 42 0 0 Yes Self-employed
## 246 Male 60 0 0 Yes Private
## 248 Female 23 0 0 No Private
## 249 Female 55 0 0 Yes Private
## 250 Female 71 0 0 Yes Private
## 252 Female 14 0 0 No children
## 254 Female 66 0 0 No Private
## 255 Female 56 0 0 Yes Private
## 256 Female 60 0 0 Yes Private
## 257 Female 57 0 0 Yes Private
## 258 Female 49 0 0 Yes Private
## 260 Female 76 0 0 Yes Govt_job
## 261 Male 52 1 0 Yes Private
## 262 Female 42 0 0 Yes Private
## 265 Female 79 1 0 Yes Self-employed
## 266 Female 39 0 0 Yes Private
## 267 Female 46 0 0 Yes Private
## 268 Female 51 0 0 Yes Private
## 269 Male 31 0 0 Yes Private
## 270 Male 22 0 0 No Private
## 271 Male 41 0 0 No Govt_job
## 272 Female 28 0 0 Yes Private
## 273 Female 44 0 0 Yes Self-employed
## 274 Female 68 0 0 Yes Self-employed
## 277 Female 31 0 0 Yes Private
## 278 Male 67 0 0 Yes Self-employed
## 279 Male 40 0 0 Yes Private
## 280 Male 70 0 0 Yes Private
## 281 Female 38 0 0 Yes Govt_job
## 283 Female 54 0 0 Yes Private
## 284 Female 30 0 0 Yes Govt_job
## 285 Female 23 0 0 Yes Private
## 287 Male 72 1 0 Yes Self-employed
## 288 Male 23 0 0 No Private
## 289 Male 81 0 0 Yes Private
## 291 Male 51 0 0 Yes Private
## 292 Male 74 1 1 Yes Private
## 295 Male 57 0 0 Yes Private
## 297 Female 16 0 0 No Private
## 299 Female 30 0 0 Yes Private
## 300 Male 29 0 0 Yes Govt_job
## 301 Female 54 0 0 Yes Self-employed
## 303 Male 42 0 0 Yes Private
## 306 Female 26 0 0 Yes Private
## 307 Male 40 0 0 No Private
## 308 Male 77 0 0 Yes Private
## 310 Female 76 0 0 Yes Private
## 312 Female 55 0 0 Yes Self-employed
## 314 Female 55 0 0 No Private
## 315 Male 36 0 0 No Private
## 318 Female 39 0 0 Yes Govt_job
## 320 Male 67 0 1 Yes Private
## 321 Female 69 0 0 No Private
## 323 Female 72 0 0 Yes Self-employed
## 325 Female 64 1 0 Yes Private
## 327 Male 25 0 0 No Private
## 329 Female 32 0 0 No Self-employed
## 330 Male 57 0 0 Yes Private
## 331 Female 52 1 0 Yes Self-employed
## 332 Male 54 0 0 Yes Private
## 333 Female 36 0 0 Yes Private
## 335 Male 45 0 0 Yes Private
## 336 Male 29 0 0 No Private
## 337 Female 51 1 0 Yes Private
## 338 Female 23 0 0 No Private
## 339 Female 54 0 0 Yes Private
## 340 Female 54 0 0 Yes Self-employed
## 343 Male 72 0 0 Yes Private
## 345 Female 65 0 1 Yes Private
## 347 Female 47 0 0 Yes Self-employed
## 348 Female 24 0 0 Yes Private
## 349 Male 57 0 0 Yes Private
## 351 Male 48 0 0 Yes Private
## 352 Female 56 0 0 Yes Private
## 353 Female 30 0 0 Yes Private
## 354 Female 63 1 0 Yes Private
## 355 Female 46 0 0 Yes Private
## 356 Female 53 0 0 Yes Self-employed
## 358 Male 15 0 0 No children
## 359 Female 59 1 0 Yes Private
## 360 Female 24 0 0 No Self-employed
## 361 Male 53 0 0 Yes Private
## 362 Female 39 0 0 Yes Govt_job
## 363 Male 23 0 0 No Never_worked
## 364 Male 31 0 0 Yes Private
## 366 Male 44 0 0 Yes Private
## 368 Male 40 0 0 Yes Private
## 371 Male 42 0 0 Yes Govt_job
## 373 Male 82 0 0 No Self-employed
## 374 Female 52 0 0 No Private
## 376 Female 73 0 0 Yes Govt_job
## 377 Female 55 0 0 Yes Govt_job
## 378 Male 50 0 0 Yes Private
## 379 Male 43 0 0 Yes Private
## 380 Male 33 0 0 Yes Private
## 381 Female 80 0 0 Yes Private
## 382 Female 33 0 0 Yes Private
## 384 Male 65 0 1 Yes Self-employed
## 385 Female 40 0 0 Yes Private
## 386 Male 52 0 1 No Private
## 387 Female 66 0 0 Yes Govt_job
## 388 Female 20 0 0 No Govt_job
## 389 Female 51 0 0 Yes Self-employed
## 390 Female 60 0 0 Yes Self-employed
## 391 Male 59 0 0 Yes Private
## 392 Male 58 0 0 Yes Govt_job
## 395 Male 57 0 0 Yes Private
## 396 Female 66 0 1 Yes Private
## 397 Female 56 0 0 Yes Private
## 398 Male 48 0 0 Yes Self-employed
## 400 Female 27 0 0 Yes Private
## 401 Male 15 0 0 No children
## 402 Male 61 0 0 Yes Private
## 403 Female 80 0 1 Yes Self-employed
## 404 Female 43 0 0 Yes Self-employed
## 406 Female 70 0 0 No Self-employed
## 407 Female 58 0 0 No Private
## 409 Female 49 0 0 Yes Private
## 410 Male 65 0 0 Yes Govt_job
## 411 Female 54 0 0 Yes Self-employed
## 412 Male 74 1 0 Yes Self-employed
## 413 Female 56 0 0 Yes Private
## 414 Female 79 0 0 Yes Private
## 415 Male 71 1 0 Yes Private
## 416 Female 28 0 0 Yes Private
## 419 Female 36 0 0 No Self-employed
## 420 Male 78 0 0 Yes Self-employed
## 422 Female 80 0 0 No Self-employed
## 424 Female 38 0 0 Yes Private
## 425 Male 56 0 0 Yes Private
## 426 Female 75 0 0 Yes Govt_job
## 428 Male 76 1 0 Yes Self-employed
## 430 Female 48 1 0 No Private
## 432 Male 82 0 0 Yes Self-employed
## 433 Male 61 0 1 Yes Private
## 434 Female 17 0 0 No Private
## 435 Female 58 0 0 Yes Govt_job
## 436 Male 12 0 0 No children
## 437 Female 53 0 0 Yes Govt_job
## 438 Female 26 0 0 Yes Private
## 439 Female 48 0 0 Yes Private
## 441 Female 27 0 0 No Private
## 442 Male 31 1 0 Yes Govt_job
## 443 Female 16 0 0 No Private
## 444 Male 20 0 0 No Private
## 448 Male 32 0 0 No Private
## 449 Female 35 0 0 Yes Private
## 450 Female 52 1 0 Yes Private
## 451 Female 55 1 0 Yes Private
## 452 Female 42 0 0 Yes Self-employed
## 454 Female 18 0 0 No Private
## 455 Female 13 0 0 No children
## 456 Female 45 0 0 Yes Private
## 457 Female 29 0 0 Yes Private
## 460 Female 30 0 0 Yes Private
## 461 Female 44 0 0 Yes Private
## 462 Female 79 1 0 Yes Private
## 463 Male 38 0 0 Yes Private
## 464 Female 45 0 0 Yes Private
## 465 Female 66 0 0 Yes Private
## 467 Female 49 0 0 Yes Private
## 468 Female 66 0 0 Yes Govt_job
## 469 Male 47 0 0 Yes Private
## 470 Female 59 0 0 Yes Private
## 471 Female 23 0 0 No Private
## 473 Female 37 0 0 No Self-employed
## 474 Male 78 0 0 Yes Private
## 475 Female 70 1 0 Yes Private
## 477 Female 28 1 0 No Private
## 478 Male 29 0 0 No Private
## 480 Female 22 0 0 Yes Private
## 481 Male 56 0 0 Yes Private
## 482 Female 81 0 0 Yes Self-employed
## 485 Male 50 0 0 Yes Private
## 486 Male 70 0 0 Yes Private
## 487 Female 30 0 0 No Private
## 488 Female 51 0 0 Yes Self-employed
## 489 Male 24 0 0 No Private
## 490 Male 17 0 0 No Private
## 491 Female 43 0 0 Yes Govt_job
## 493 Male 50 0 0 Yes Private
## 494 Female 49 0 0 Yes Private
## 496 Male 30 0 0 Yes Self-employed
## 497 Male 73 0 0 Yes Private
## 498 Female 20 0 0 Yes Private
## 499 Male 42 0 0 Yes Private
## 501 Female 55 0 0 Yes Private
## 502 Female 27 0 0 No Private
## 503 Male 71 0 0 Yes Private
## 505 Male 23 0 0 No Private
## 506 Female 71 1 0 Yes Private
## 507 Female 56 0 1 Yes Private
## 508 Male 31 0 0 Yes Private
## 509 Female 64 0 0 Yes Govt_job
## 510 Male 46 0 0 Yes Self-employed
## 511 Male 55 0 0 Yes Govt_job
## 513 Female 58 1 0 Yes Private
## 519 Male 19 0 0 No Private
## 520 Male 47 0 0 Yes Govt_job
## 521 Female 54 1 0 No Private
## 523 Female 37 0 0 No Private
## 524 Female 17 0 0 No Private
## 525 Female 20 0 0 Yes Private
## 526 Female 31 0 0 Yes Private
## 527 Female 56 0 0 Yes Private
## 528 Female 31 0 0 No Private
## 530 Male 33 0 0 Yes Private
## 531 Male 42 0 0 Yes Private
## 532 Male 20 0 0 No Private
## 533 Male 22 0 0 Yes Govt_job
## 535 Female 31 0 0 Yes Private
## 536 Female 31 0 0 Yes Govt_job
## 538 Female 30 0 0 Yes Private
## 539 Male 69 0 0 Yes Private
## 540 Female 63 0 0 Yes Private
## 541 Male 19 0 0 No Private
## 543 Female 51 0 0 Yes Private
## 544 Female 38 1 0 Yes Self-employed
## 546 Female 58 0 0 Yes Private
## 548 Female 64 1 0 Yes Private
## 549 Female 31 0 0 Yes Private
## 550 Female 59 1 0 Yes Private
## 551 Female 54 0 0 Yes Private
## 552 Female 24 0 0 Yes Private
## 554 Male 17 0 0 No Private
## 555 Female 29 0 0 No Private
## 556 Female 42 0 0 Yes Private
## 557 Female 31 0 0 Yes Govt_job
## 558 Female 29 0 0 No Private
## 559 Female 23 0 0 No Private
## 560 Female 25 0 0 No Private
## 562 Female 66 0 0 Yes Private
## 563 Female 77 0 0 Yes Private
## 564 Male 79 0 0 Yes Self-employed
## 565 Female 52 0 0 Yes Private
## 568 Male 39 0 0 Yes Private
## 569 Female 51 0 0 No Govt_job
## 571 Female 48 0 0 Yes Private
## 572 Male 55 0 0 Yes Private
## 574 Female 39 0 0 Yes Private
## 575 Male 41 0 0 No Govt_job
## 577 Male 38 0 0 Yes Govt_job
## 578 Male 40 1 0 Yes Govt_job
## 580 Male 20 0 0 No Govt_job
## 581 Male 53 0 0 Yes Private
## 583 Female 70 1 0 Yes Govt_job
## 584 Female 81 1 0 Yes Private
## 585 Male 61 0 0 Yes Govt_job
## 586 Male 70 0 0 Yes Govt_job
## 587 Female 38 0 0 Yes Govt_job
## 588 Male 59 0 0 Yes Govt_job
## 589 Female 36 1 0 Yes Private
## 590 Female 31 0 0 Yes Govt_job
## 592 Male 61 1 1 Yes Govt_job
## 594 Male 52 0 0 Yes Private
## 597 Female 32 0 0 Yes Private
## 598 Female 54 0 0 Yes Govt_job
## 599 Female 51 0 0 No Private
## 600 Female 39 0 0 No Govt_job
## 601 Female 40 0 0 Yes Private
## 602 Female 19 0 0 Yes Private
## 604 Male 53 1 0 Yes Govt_job
## 605 Female 23 0 0 No Private
## 606 Female 19 0 0 No Self-employed
## 608 Female 48 0 0 Yes Private
## 609 Male 71 0 0 Yes Govt_job
## 610 Male 44 0 0 Yes Private
## 612 Female 70 1 0 Yes Self-employed
## 614 Male 49 0 0 Yes Private
## 615 Female 17 0 0 No Private
## 616 Female 40 0 0 Yes Private
## 617 Female 46 0 0 Yes Self-employed
## 618 Female 32 0 0 Yes Private
## 620 Female 40 0 0 Yes Private
## 621 Female 19 0 0 No Private
## 622 Male 43 0 0 Yes Private
## 623 Female 46 0 0 Yes Private
## 624 Male 71 0 0 No Private
## 625 Female 31 0 0 Yes Private
## 626 Male 41 0 0 Yes Private
## 627 Male 65 0 0 Yes Self-employed
## 628 Female 61 0 1 Yes Govt_job
## 629 Male 52 0 0 Yes Private
## 630 Female 20 0 0 No Private
## 631 Female 77 0 1 Yes Private
## 633 Female 37 0 0 Yes Private
## 634 Male 49 0 0 Yes Private
## 635 Female 62 1 0 Yes Govt_job
## 636 Female 17 0 0 No Private
## 637 Female 28 0 0 Yes Private
## 638 Male 80 0 0 Yes Private
## 639 Male 45 0 0 Yes Private
## 640 Female 37 0 0 Yes Private
## 642 Female 54 0 0 Yes Private
## 643 Male 26 0 0 No Private
## 644 Female 71 0 0 Yes Self-employed
## 645 Male 58 0 0 Yes Govt_job
## 646 Female 59 0 0 Yes Govt_job
## 647 Male 74 1 0 Yes Private
## 648 Male 17 0 0 No Private
## 649 Female 62 0 0 Yes Private
## 650 Male 37 0 0 Yes Self-employed
## 651 Female 19 0 0 No Never_worked
## 652 Female 59 0 0 Yes Private
## 653 Female 59 1 0 Yes Private
## 654 Male 62 0 1 Yes Self-employed
## 655 Male 80 1 1 Yes Self-employed
## 656 Female 54 0 0 Yes Private
## 657 Female 27 0 0 No Private
## 659 Male 81 1 0 Yes Self-employed
## 661 Male 27 0 0 Yes Private
## 662 Female 51 1 0 Yes Private
## 664 Female 51 0 0 Yes Private
## 665 Male 71 0 1 Yes Private
## 666 Male 48 0 0 Yes Private
## 668 Female 35 0 0 No Govt_job
## 669 Female 25 0 0 Yes Private
## 670 Female 31 0 0 Yes Private
## 671 Female 68 0 0 Yes Private
## 672 Male 39 0 0 No Private
## 673 Female 32 0 0 No Private
## 676 Female 69 0 0 Yes Private
## 677 Female 29 0 0 Yes Private
## 679 Female 58 0 0 Yes Private
## 680 Female 32 0 0 Yes Private
## 681 Male 63 0 0 Yes Private
## 682 Male 57 0 0 Yes Self-employed
## 685 Female 21 0 0 No Govt_job
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## 12624 Female 81 0 0 Yes Private
## 12625 Female 59 0 0 Yes Private
## 12627 Female 33 0 0 Yes Private
## 12628 Female 54 0 0 Yes Private
## 12629 Female 29 0 0 Yes Private
## 12630 Male 74 0 0 Yes Self-employed
## 12631 Female 71 0 0 Yes Self-employed
## 12633 Female 61 0 0 Yes Private
## 12634 Male 55 1 0 Yes Private
## 12635 Female 39 0 0 No Govt_job
## 12636 Male 62 0 0 Yes Private
## 12638 Female 29 0 0 No Private
## 12639 Female 67 0 0 Yes Private
## 12640 Male 31 0 0 No Private
## 12641 Male 35 1 0 Yes Private
## 12643 Male 32 0 0 No Private
## 12644 Male 54 0 0 Yes Private
## 12645 Female 33 0 0 Yes Private
## 12646 Male 25 0 0 No Private
## 12647 Female 57 0 0 Yes Private
## 12649 Female 15 0 0 No Private
## 12651 Female 70 0 0 Yes Private
## 12652 Female 58 0 0 Yes Private
## 12653 Female 45 0 0 Yes Private
## 12654 Female 63 0 0 Yes Self-employed
## 12656 Female 62 0 0 Yes Private
## 12657 Male 70 0 0 Yes Self-employed
## 12659 Female 68 0 0 Yes Private
## 12660 Female 38 0 0 Yes Private
## 12662 Male 66 0 0 No Private
## 12663 Female 47 0 0 Yes Private
## 12664 Male 42 0 0 Yes Govt_job
## 12665 Male 43 0 0 Yes Govt_job
## 12667 Female 54 0 0 No Private
## 12668 Female 69 0 0 Yes Private
## 12670 Female 46 0 0 Yes Private
## 12671 Male 62 0 0 Yes Private
## 12672 Female 58 0 0 Yes Self-employed
## 12673 Female 67 0 0 Yes Private
## 12674 Female 78 1 1 Yes Self-employed
## 12675 Female 74 0 0 Yes Private
## 12676 Female 40 0 0 No Private
## 12677 Male 22 0 0 No Private
## 12679 Male 73 0 0 Yes Private
## 12680 Male 55 0 0 Yes Govt_job
## 12682 Female 51 0 0 Yes Govt_job
## 12683 Male 29 0 0 Yes Private
## 12684 Female 48 0 0 Yes Govt_job
## 12685 Male 38 0 0 Yes Private
## 12686 Female 30 0 0 No Private
## 12689 Male 33 0 0 Yes Govt_job
## 12691 Female 71 0 0 Yes Self-employed
## 12692 Female 26 0 0 No Private
## 12693 Male 16 0 0 No Private
## 12694 Male 14 0 0 No Private
## 12696 Male 56 0 0 Yes Private
## 12699 Female 25 0 0 Yes Private
## 12700 Male 82 0 0 Yes Private
## 12701 Male 77 1 0 Yes Private
## 12702 Male 39 0 1 Yes Private
## 12703 Male 60 0 0 Yes Private
## 12704 Male 28 0 0 No Private
## 12705 Female 41 0 0 Yes Private
## 12707 Female 56 1 0 Yes Govt_job
## 12708 Male 24 0 0 Yes Private
## 12709 Female 31 1 0 Yes Private
## 12710 Female 35 0 0 Yes Private
## 12713 Female 47 0 0 No Private
## 12714 Male 61 0 0 Yes Govt_job
## 12716 Female 40 0 0 Yes Private
## 12718 Female 26 0 0 No Private
## 12719 Female 63 1 0 Yes Private
## 12721 Male 67 0 0 Yes Private
## 12722 Male 72 0 0 No Private
## 12723 Female 31 0 0 No Govt_job
## 12724 Male 61 0 0 Yes Private
## 12727 Male 66 0 0 Yes Private
## 12730 Female 49 0 1 Yes Private
## 12732 Male 31 0 0 Yes Private
## 12733 Female 34 0 0 No Private
## 12734 Male 60 0 0 Yes Private
## 12735 Male 26 0 0 No Private
## 12736 Female 33 0 0 No Self-employed
## 12737 Male 61 0 0 Yes Private
## 12738 Female 77 0 0 Yes Self-employed
## 12739 Female 14 0 0 No Never_worked
## 12740 Female 41 0 0 Yes Govt_job
## 12741 Female 47 0 0 Yes Private
## 12742 Male 43 0 0 Yes Private
## 12744 Female 42 1 0 Yes Private
## 12745 Female 47 0 0 Yes Private
## 12746 Male 80 0 0 Yes Private
## 12747 Female 41 0 0 Yes Private
## 12749 Female 75 1 0 Yes Private
## 12750 Female 47 0 0 Yes Private
## 12752 Male 60 0 0 Yes Private
## 12755 Female 50 0 0 Yes Private
## 12758 Male 62 0 0 Yes Private
## 12759 Female 51 0 0 Yes Self-employed
## 12760 Male 32 0 0 Yes Private
## 12761 Male 78 0 0 Yes Self-employed
## 12762 Female 38 0 0 Yes Govt_job
## 12763 Male 53 0 0 No Private
## 12764 Female 56 0 0 Yes Govt_job
## 12766 Male 54 0 0 Yes Govt_job
## 12767 Female 64 0 0 Yes Private
## 12768 Female 44 0 0 No Private
## 12769 Female 30 0 0 Yes Private
## 12770 Male 13 0 0 No Private
## 12772 Male 51 0 0 Yes Self-employed
## 12773 Female 17 0 0 No Private
## 12774 Female 60 0 0 Yes Private
## 12775 Female 40 0 0 Yes Govt_job
## 12777 Female 31 0 0 Yes Govt_job
## 12778 Male 60 0 1 Yes Private
## 12779 Male 49 0 0 Yes Govt_job
## 12781 Female 48 0 0 Yes Private
## 12782 Male 25 0 0 No Private
## 12783 Male 45 0 0 Yes Private
## 12784 Female 49 0 0 Yes Govt_job
## 12785 Female 33 0 0 Yes Private
## 12787 Male 71 0 0 Yes Self-employed
## 12788 Male 63 0 0 Yes Private
## 12790 Male 56 0 0 Yes Private
## 12792 Female 33 0 0 Yes Govt_job
## 12793 Female 81 0 0 Yes Self-employed
## 12794 Female 42 0 0 Yes Private
## 12795 Female 48 0 0 Yes Private
## 12797 Female 44 1 0 Yes Private
## 12799 Female 76 1 1 Yes Private
## 12800 Female 61 0 0 No Private
## 12802 Female 62 0 0 Yes Self-employed
## 12804 Female 46 0 0 Yes Private
## 12805 Male 63 1 0 No Private
## 12807 Female 81 1 0 Yes Self-employed
## 12809 Female 58 0 0 Yes Self-employed
## 12812 Male 47 0 1 Yes Private
## 12813 Female 67 1 1 Yes Self-employed
## 12814 Male 54 0 0 Yes Govt_job
## 12815 Female 41 0 0 No Private
## 12816 Male 19 0 0 No Private
## 12817 Male 44 0 0 Yes Govt_job
## 12818 Female 14 0 0 No children
## 12820 Female 67 1 0 Yes Private
## 12821 Female 25 0 0 No Private
## 12822 Female 30 0 0 Yes Private
## 12823 Female 46 0 0 Yes Self-employed
## 12824 Female 50 0 0 Yes Private
## 12825 Female 52 1 0 Yes Private
## 12826 Female 39 0 0 Yes Private
## 12827 Male 20 0 0 No Govt_job
## 12828 Female 48 0 0 Yes Private
## 12829 Female 46 0 0 Yes Govt_job
## 12830 Male 78 0 0 Yes Self-employed
## 12831 Female 46 0 0 Yes Private
## 12833 Male 78 0 1 Yes Private
## 12834 Female 24 0 0 No Private
## 12835 Male 78 1 1 Yes Private
## 12836 Female 81 0 0 Yes Self-employed
## 12837 Male 69 0 0 Yes Self-employed
## 12839 Female 67 0 0 Yes Private
## 12841 Female 79 0 1 No Private
## 12842 Male 81 0 0 Yes Private
## 12844 Male 36 0 0 Yes Self-employed
## 12845 Male 29 0 0 No Private
## 12846 Male 55 0 0 Yes Private
## 12848 Female 22 0 0 No Private
## 12849 Male 46 0 0 Yes Govt_job
## 12850 Male 72 0 0 Yes Govt_job
## 12851 Female 63 0 0 Yes Self-employed
## 12854 Female 23 0 0 Yes Govt_job
## 12855 Male 32 0 0 Yes Self-employed
## 12856 Female 55 0 0 Yes Private
## 12857 Male 55 0 0 Yes Govt_job
## 12859 Female 73 0 0 Yes Private
## 12860 Female 68 1 0 Yes Self-employed
## 12862 Male 40 0 0 Yes Private
## 12863 Female 36 0 0 No Self-employed
## 12864 Female 65 0 0 Yes Private
## 12865 Male 44 0 0 Yes Private
## 12866 Male 55 1 0 Yes Never_worked
## 12867 Female 60 0 0 Yes Private
## 12868 Female 50 1 0 Yes Private
## 12870 Male 68 1 0 Yes Private
## 12871 Female 64 0 0 Yes Self-employed
## 12872 Male 21 0 0 No Govt_job
## 12873 Male 59 0 0 Yes Private
## 12875 Male 39 0 0 No Self-employed
## 12876 Female 77 1 0 Yes Self-employed
## 12877 Male 78 0 0 Yes Self-employed
## 12878 Female 34 0 0 Yes Private
## 12879 Female 34 0 0 Yes Private
## 12880 Female 82 0 1 No Private
## 12882 Male 77 0 0 Yes Private
## 12884 Male 17 0 0 No Private
## 12885 Male 44 0 0 Yes Private
## 12887 Female 78 0 0 Yes Private
## 12888 Female 55 1 1 Yes Private
## 12889 Female 29 0 0 Yes Private
## 12890 Female 70 0 0 Yes Private
## 12891 Female 54 0 0 Yes Private
## 12892 Male 41 0 0 Yes Private
## 12894 Male 15 0 0 No Private
## 12895 Male 72 0 0 Yes Private
## 12896 Female 78 0 0 No Self-employed
## 12897 Female 59 1 0 Yes Private
## 12898 Female 74 0 1 Yes Private
## 12899 Female 80 0 0 Yes Self-employed
## 12900 Male 67 0 1 Yes Private
## 12902 Female 52 0 0 Yes Private
## 12904 Female 13 0 0 No children
## 12905 Male 24 0 0 Yes Private
## 12906 Male 48 1 0 Yes Private
## 12907 Female 13 0 0 No children
## 12909 Female 63 0 0 Yes Private
## 12910 Female 55 0 1 Yes Self-employed
## 12912 Male 20 0 0 No Govt_job
## 12913 Male 71 0 0 Yes Self-employed
## 12914 Female 14 0 0 No Never_worked
## 12915 Female 58 0 0 Yes Private
## 12916 Female 51 0 0 Yes Private
## 12917 Male 36 0 0 Yes Private
## 12919 Female 19 0 0 No Private
## 12920 Female 74 0 0 Yes Govt_job
## 12921 Female 23 0 0 No Govt_job
## 12922 Female 18 0 0 No Private
## 12923 Female 42 0 0 Yes Govt_job
## 12924 Female 60 0 0 Yes Private
## 12925 Female 62 0 0 Yes Govt_job
## 12926 Female 74 0 0 Yes Self-employed
## 12927 Female 55 0 0 Yes Private
## 12929 Female 68 1 0 Yes Self-employed
## 12930 Female 56 0 0 Yes Private
## 12933 Female 20 0 0 No Private
## 12935 Female 53 0 0 Yes Govt_job
## 12936 Male 26 0 0 No Private
## 12937 Male 45 0 0 Yes Govt_job
## 12939 Male 66 0 0 Yes Private
## 12941 Female 42 0 0 Yes Self-employed
## 12942 Male 40 0 0 Yes Private
## 12943 Male 53 0 0 Yes Private
## 12944 Female 81 0 0 Yes Self-employed
## 12945 Male 82 0 0 Yes Self-employed
## 12946 Male 51 0 0 Yes Self-employed
## 12949 Female 81 0 0 Yes Self-employed
## 12950 Male 27 0 0 No Private
## 12951 Female 46 0 0 Yes Private
## 12952 Female 59 0 0 Yes Private
## 12953 Female 27 0 0 Yes Private
## 12954 Male 41 0 0 No Private
## 12955 Female 44 0 0 Yes Govt_job
## 12956 Female 50 0 0 Yes Private
## 12957 Female 32 0 0 Yes Private
## 12959 Female 45 1 0 Yes Govt_job
## 12960 Female 68 0 0 Yes Self-employed
## 12961 Female 51 0 0 Yes Private
## 12964 Male 47 0 0 Yes Govt_job
## 12965 Female 11 0 0 No children
## 12966 Male 55 1 0 Yes Self-employed
## 12967 Male 52 0 0 Yes Self-employed
## 12968 Male 63 0 0 Yes Private
## 12969 Female 70 1 0 Yes Private
## 12971 Female 69 0 0 Yes Private
## 12972 Female 40 0 0 Yes Private
## 12973 Female 59 1 0 Yes Govt_job
## 12977 Female 21 0 0 No Private
## 12979 Female 57 1 0 Yes Govt_job
## 12980 Male 57 0 0 Yes Self-employed
## 12981 Male 30 0 0 No Private
## 12983 Male 68 0 1 Yes Self-employed
## 12984 Male 54 0 0 Yes Self-employed
## 12985 Female 55 0 0 Yes Private
## 12986 Male 70 0 0 Yes Private
## 12987 Female 19 0 0 No Private
## 12989 Female 38 0 0 Yes Govt_job
## 12991 Female 70 1 1 No Private
## 12993 Female 21 0 0 No Private
## 12994 Female 23 0 0 No Private
## 12996 Female 27 0 0 No Private
## 12997 Female 36 0 0 No Govt_job
## 12998 Female 44 0 0 No Private
## 13001 Male 31 0 0 No Private
## 13003 Female 51 0 0 Yes Private
## 13005 Female 22 0 0 No Private
## Residence_type avg_glucose_level bmi smoking_status stroke
## 2 Urban 87.96 39.2 never smoked 0
## 4 Rural 69.04 35.9 formerly smoked 0
## 7 Urban 77.59 17.7 formerly smoked 0
## 8 Rural 243.53 27.0 never smoked 0
## 9 Rural 77.67 32.3 smokes 0
## 10 Urban 205.84 54.6 never smoked 0
## 12 Urban 57.08 22.0 formerly smoked 0
## 13 Rural 162.96 39.4 never smoked 0
## 14 Rural 73.50 26.1 formerly smoked 0
## 15 Rural 95.04 42.4 never smoked 0
## 16 Rural 85.37 33.0 never smoked 0
## 17 Urban 84.62 19.7 smokes 0
## 18 Rural 82.67 22.5 never smoked 0
## 19 Urban 57.33 24.6 smokes 0
## 20 Urban 67.84 25.2 smokes 0
## 22 Rural 129.54 60.9 smokes 0
## 23 Rural 60.22 31.5 smokes 0
## 24 Urban 198.21 27.3 formerly smoked 0
## 25 Urban 109.82 23.7 never smoked 0
## 26 Urban 60.84 24.5 never smoked 0
## 27 Rural 94.61 28.4 smokes 0
## 28 Rural 97.49 26.9 never smoked 0
## 29 Rural 206.72 26.7 never smoked 0
## 30 Rural 214.45 31.2 never smoked 0
## 33 Urban 55.78 27.5 smokes 0
## 37 Rural 62.60 25.1 formerly smoked 0
## 38 Urban 94.09 30.9 never smoked 0
## 41 Urban 117.92 29.4 smokes 0
## 45 Urban 190.70 36.0 formerly smoked 0
## 47 Urban 113.63 27.5 smokes 0
## 48 Rural 141.24 28.5 never smoked 0
## 49 Rural 56.96 26.8 smokes 0
## 50 Rural 203.04 33.6 never smoked 0
## 53 Urban 137.74 34.9 formerly smoked 0
## 54 Rural 81.84 25.1 never smoked 0
## 55 Rural 242.30 35.3 smokes 0
## 56 Rural 102.64 26.4 smokes 0
## 57 Urban 146.01 31.5 smokes 0
## 60 Urban 61.45 36.7 smokes 0
## 61 Rural 88.19 29.3 formerly smoked 0
## 64 Urban 228.69 36.6 formerly smoked 1
## 66 Rural 79.83 27.9 smokes 0
## 67 Urban 218.46 34.3 never smoked 0
## 68 Rural 62.20 31.0 formerly smoked 0
## 69 Urban 69.15 27.7 formerly smoked 0
## 70 Rural 127.71 36.0 never smoked 0
## 71 Rural 216.70 38.7 formerly smoked 0
## 72 Urban 71.89 27.6 never smoked 0
## 77 Urban 95.10 24.3 formerly smoked 0
## 78 Rural 234.58 34.3 formerly smoked 0
## 79 Rural 235.85 40.1 never smoked 0
## 81 Rural 89.44 21.9 smokes 0
## 82 Rural 202.21 27.7 never smoked 1
## 83 Rural 111.38 38.4 smokes 0
## 84 Urban 243.50 26.1 never smoked 0
## 85 Urban 182.20 30.5 formerly smoked 0
## 86 Urban 229.92 25.9 smokes 0
## 87 Urban 82.24 54.7 formerly smoked 0
## 91 Urban 215.60 24.9 never smoked 0
## 92 Rural 91.61 25.2 never smoked 0
## 93 Rural 138.16 19.4 never smoked 0
## 94 Urban 75.23 29.0 never smoked 0
## 95 Rural 75.18 48.2 formerly smoked 0
## 96 Urban 106.23 27.7 formerly smoked 0
## 97 Urban 239.64 34.6 formerly smoked 0
## 98 Urban 58.95 24.6 never smoked 0
## 99 Urban 99.92 25.8 never smoked 0
## 100 Rural 116.23 26.1 never smoked 0
## 101 Urban 118.82 29.0 formerly smoked 0
## 102 Rural 66.30 27.2 never smoked 0
## 103 Urban 101.41 20.7 smokes 0
## 104 Urban 200.28 30.0 formerly smoked 0
## 105 Urban 136.80 37.3 never smoked 0
## 106 Rural 96.57 34.1 never smoked 0
## 107 Rural 66.42 23.6 never smoked 0
## 108 Urban 98.09 25.2 smokes 0
## 109 Rural 205.23 39.5 never smoked 0
## 110 Urban 86.78 23.5 smokes 0
## 111 Rural 126.82 23.3 never smoked 0
## 112 Urban 78.40 64.8 never smoked 0
## 113 Urban 63.69 28.1 smokes 0
## 114 Urban 209.58 27.7 never smoked 0
## 115 Rural 89.86 24.4 never smoked 0
## 116 Rural 110.99 29.8 formerly smoked 0
## 119 Rural 210.78 32.3 formerly smoked 0
## 120 Rural 118.89 43.6 never smoked 0
## 121 Rural 72.55 21.0 never smoked 0
## 122 Rural 107.41 47.3 never smoked 0
## 124 Rural 74.91 37.5 never smoked 0
## 125 Urban 80.05 24.2 never smoked 0
## 126 Urban 99.80 31.6 never smoked 0
## 127 Rural 91.97 21.6 formerly smoked 0
## 128 Rural 64.40 31.0 smokes 0
## 129 Rural 73.02 31.1 never smoked 0
## 133 Rural 68.76 35.6 formerly smoked 0
## 135 Urban 101.52 41.8 never smoked 0
## 136 Rural 109.51 41.9 never smoked 0
## 139 Urban 91.72 29.2 never smoked 0
## 140 Urban 251.60 27.1 never smoked 0
## 141 Urban 123.10 37.9 never smoked 0
## 142 Rural 105.92 32.5 never smoked 1
## 143 Rural 97.40 44.6 formerly smoked 0
## 144 Rural 68.34 22.8 formerly smoked 0
## 145 Urban 80.81 33.2 never smoked 0
## 146 Rural 120.31 22.3 smokes 0
## 147 Rural 83.51 26.4 never smoked 0
## 148 Urban 74.09 39.6 never smoked 0
## 149 Urban 91.60 28.1 never smoked 0
## 150 Urban 87.52 39.2 never smoked 0
## 151 Rural 213.37 36.0 never smoked 0
## 152 Rural 75.39 37.8 never smoked 0
## 153 Rural 122.41 40.3 smokes 0
## 154 Rural 223.36 41.5 formerly smoked 0
## 156 Urban 70.16 21.2 never smoked 0
## 158 Urban 80.88 23.8 smokes 0
## 160 Urban 70.21 24.8 never smoked 0
## 162 Rural 101.37 37.9 never smoked 0
## 163 Rural 105.22 31.1 never smoked 0
## 166 Rural 178.29 36.1 never smoked 0
## 167 Rural 81.60 36.3 smokes 0
## 169 Urban 86.86 25.4 never smoked 0
## 170 Rural 71.16 46.5 smokes 0
## 172 Urban 203.81 46.6 never smoked 0
## 173 Rural 82.00 26.4 never smoked 0
## 174 Urban 97.55 26.2 never smoked 0
## 178 Urban 73.73 34.4 formerly smoked 0
## 179 Urban 79.58 22.2 never smoked 0
## 181 Rural 205.26 40.3 never smoked 0
## 182 Rural 58.63 28.4 smokes 0
## 183 Rural 139.90 31.7 smokes 0
## 184 Urban 211.03 34.2 formerly smoked 0
## 185 Urban 72.79 54.7 never smoked 0
## 186 Rural 91.65 24.6 formerly smoked 0
## 187 Rural 79.92 27.7 smokes 0
## 188 Rural 225.47 36.9 never smoked 0
## 189 Urban 94.48 31.1 never smoked 0
## 190 Urban 82.34 31.9 never smoked 0
## 191 Urban 180.63 31.8 formerly smoked 0
## 193 Rural 116.66 28.5 formerly smoked 0
## 194 Urban 112.09 29.5 never smoked 0
## 195 Urban 130.34 22.0 never smoked 0
## 196 Urban 82.59 29.4 never smoked 0
## 202 Rural 104.21 36.8 never smoked 0
## 204 Urban 68.19 31.0 never smoked 0
## 205 Rural 97.53 29.4 smokes 0
## 206 Urban 122.31 15.3 never smoked 0
## 207 Urban 83.51 37.1 never smoked 0
## 209 Rural 112.06 38.2 never smoked 0
## 210 Urban 92.14 23.2 never smoked 0
## 211 Rural 201.76 30.2 formerly smoked 0
## 212 Urban 74.44 45.2 smokes 0
## 217 Rural 103.78 49.8 formerly smoked 0
## 218 Rural 115.43 27.8 never smoked 0
## 219 Rural 95.59 25.1 never smoked 0
## 220 Rural 101.52 26.8 smokes 0
## 221 Rural 170.05 60.2 smokes 0
## 222 Rural 217.30 27.5 never smoked 0
## 223 Urban 196.01 28.1 never smoked 0
## 225 Rural 100.09 27.4 never smoked 0
## 226 Rural 93.88 22.2 never smoked 0
## 227 Rural 75.05 22.9 smokes 0
## 228 Rural 70.08 26.6 never smoked 0
## 229 Urban 74.20 23.0 smokes 0
## 230 Rural 69.01 32.6 never smoked 0
## 233 Urban 87.24 22.5 formerly smoked 0
## 234 Rural 198.69 27.7 smokes 0
## 239 Rural 132.08 31.6 smokes 0
## 240 Urban 98.99 31.2 never smoked 0
## 241 Rural 104.48 21.7 never smoked 0
## 243 Rural 79.14 25.0 formerly smoked 0
## 246 Rural 80.98 29.7 formerly smoked 0
## 248 Rural 69.24 51.0 never smoked 0
## 249 Rural 111.19 39.7 formerly smoked 0
## 250 Urban 93.28 34.7 never smoked 0
## 252 Rural 129.53 21.3 never smoked 0
## 254 Urban 93.73 23.9 smokes 0
## 255 Urban 77.49 36.0 formerly smoked 0
## 256 Urban 65.38 41.2 formerly smoked 0
## 257 Urban 94.18 27.1 never smoked 0
## 258 Urban 171.23 34.4 smokes 1
## 260 Urban 96.29 25.4 smokes 0
## 261 Rural 74.64 30.7 smokes 0
## 262 Urban 96.99 34.8 formerly smoked 0
## 265 Rural 174.12 24.0 never smoked 1
## 266 Rural 84.79 35.7 never smoked 0
## 267 Rural 78.75 37.8 formerly smoked 0
## 268 Rural 82.93 29.7 smokes 0
## 269 Urban 88.78 35.8 smokes 0
## 270 Urban 122.10 23.6 smokes 0
## 271 Rural 74.81 39.7 smokes 0
## 272 Urban 183.45 40.5 smokes 0
## 273 Urban 114.94 21.4 never smoked 0
## 274 Rural 104.38 40.8 formerly smoked 0
## 277 Urban 73.31 45.0 never smoked 0
## 278 Urban 68.52 26.2 never smoked 0
## 279 Rural 89.77 27.7 smokes 0
## 280 Urban 102.64 28.3 never smoked 0
## 281 Urban 70.92 41.6 never smoked 0
## 283 Urban 129.16 32.4 never smoked 0
## 284 Urban 113.85 34.0 never smoked 0
## 285 Rural 79.35 39.4 formerly smoked 0
## 287 Urban 114.01 31.8 formerly smoked 0
## 288 Rural 93.74 31.2 never smoked 0
## 289 Urban 186.21 29.0 formerly smoked 1
## 291 Urban 98.41 32.1 never smoked 0
## 292 Rural 70.09 27.4 never smoked 1
## 295 Urban 89.44 26.7 never smoked 0
## 297 Rural 155.43 27.3 never smoked 0
## 299 Urban 80.19 20.4 never smoked 0
## 300 Urban 60.34 29.6 formerly smoked 0
## 301 Urban 79.30 30.6 formerly smoked 0
## 303 Rural 210.48 71.9 never smoked 0
## 306 Rural 75.29 22.6 smokes 0
## 307 Rural 100.35 28.1 never smoked 0
## 308 Urban 193.83 26.5 never smoked 0
## 310 Urban 183.34 39.5 formerly smoked 0
## 312 Rural 76.20 27.9 never smoked 0
## 314 Rural 93.36 28.4 never smoked 0
## 315 Urban 61.29 26.7 never smoked 0
## 318 Rural 191.47 28.3 never smoked 0
## 320 Urban 144.10 27.6 never smoked 0
## 321 Urban 94.39 22.8 never smoked 1
## 323 Urban 239.82 35.8 never smoked 0
## 325 Rural 88.53 24.6 never smoked 0
## 327 Rural 113.80 35.3 formerly smoked 0
## 329 Urban 65.30 40.4 never smoked 0
## 330 Urban 189.57 30.7 never smoked 0
## 331 Urban 114.25 24.3 formerly smoked 0
## 332 Urban 81.26 26.4 formerly smoked 0
## 333 Urban 87.88 34.7 smokes 0
## 335 Rural 99.97 35.6 never smoked 0
## 336 Urban 207.58 22.8 smokes 0
## 337 Urban 109.16 28.0 smokes 0
## 338 Urban 74.46 35.6 formerly smoked 0
## 339 Rural 118.51 40.6 never smoked 0
## 340 Urban 107.47 29.3 formerly smoked 0
## 343 Rural 215.64 26.7 formerly smoked 0
## 345 Rural 196.36 34.5 formerly smoked 0
## 347 Urban 141.23 21.1 never smoked 0
## 348 Urban 89.99 24.4 formerly smoked 0
## 349 Urban 108.53 19.4 smokes 0
## 351 Urban 85.54 32.2 smokes 0
## 352 Urban 100.83 26.8 never smoked 0
## 353 Urban 59.82 25.4 never smoked 0
## 354 Urban 105.95 23.5 smokes 0
## 355 Rural 188.11 50.2 smokes 0
## 356 Urban 71.15 26.1 formerly smoked 0
## 358 Rural 205.50 24.2 never smoked 0
## 359 Urban 204.86 30.8 never smoked 0
## 360 Rural 115.03 23.4 never smoked 0
## 361 Rural 79.87 30.9 never smoked 0
## 362 Rural 97.89 23.6 never smoked 0
## 363 Urban 125.26 18.7 never smoked 0
## 364 Rural 114.32 27.7 smokes 0
## 366 Urban 83.51 31.2 never smoked 0
## 368 Rural 144.48 29.8 smokes 0
## 371 Urban 93.79 27.2 never smoked 0
## 373 Rural 106.43 27.0 smokes 0
## 374 Rural 88.04 42.1 never smoked 0
## 376 Urban 219.53 40.9 never smoked 0
## 377 Rural 75.56 29.4 smokes 0
## 378 Urban 158.31 32.8 formerly smoked 0
## 379 Urban 111.43 21.9 smokes 0
## 380 Rural 219.97 39.6 never smoked 0
## 381 Rural 148.91 28.3 never smoked 0
## 382 Urban 69.40 47.8 never smoked 0
## 384 Urban 58.37 28.0 smokes 0
## 385 Urban 71.20 27.1 never smoked 0
## 386 Rural 101.50 31.2 smokes 0
## 387 Urban 92.04 23.1 never smoked 0
## 388 Rural 73.00 20.8 never smoked 0
## 389 Urban 111.15 34.1 smokes 0
## 390 Rural 58.65 30.1 never smoked 0
## 391 Urban 100.54 35.8 never smoked 0
## 392 Rural 111.73 34.6 never smoked 0
## 395 Rural 98.54 30.2 never smoked 0
## 396 Urban 94.62 29.7 formerly smoked 0
## 397 Rural 112.43 54.6 never smoked 0
## 398 Urban 99.67 23.3 formerly smoked 0
## 400 Urban 95.12 27.0 never smoked 0
## 401 Rural 85.06 21.6 never smoked 0
## 402 Rural 214.05 29.4 formerly smoked 0
## 403 Urban 79.09 22.8 never smoked 0
## 404 Urban 98.09 17.3 never smoked 0
## 406 Urban 98.42 36.4 formerly smoked 0
## 407 Urban 82.01 34.7 formerly smoked 0
## 409 Rural 56.11 28.7 smokes 0
## 410 Rural 111.85 26.7 never smoked 0
## 411 Urban 92.39 22.1 never smoked 0
## 412 Urban 112.54 27.7 formerly smoked 0
## 413 Urban 63.71 40.5 formerly smoked 0
## 414 Urban 70.35 23.0 formerly smoked 0
## 415 Urban 94.65 25.3 formerly smoked 0
## 416 Rural 64.64 22.1 never smoked 0
## 419 Rural 77.12 28.4 never smoked 0
## 420 Urban 55.32 29.6 smokes 0
## 422 Urban 57.57 22.8 never smoked 0
## 424 Rural 98.73 24.3 never smoked 0
## 425 Rural 81.18 26.9 never smoked 0
## 426 Rural 56.23 25.3 never smoked 0
## 428 Rural 69.61 35.3 never smoked 0
## 430 Rural 118.14 27.7 formerly smoked 0
## 432 Rural 56.75 21.0 never smoked 0
## 433 Urban 88.27 27.7 never smoked 0
## 434 Urban 67.81 55.7 never smoked 0
## 435 Rural 77.46 27.6 never smoked 0
## 436 Urban 76.26 20.5 never smoked 0
## 437 Rural 86.39 30.2 never smoked 0
## 438 Urban 116.38 21.9 formerly smoked 0
## 439 Rural 75.74 28.8 smokes 0
## 441 Rural 149.95 25.9 never smoked 0
## 442 Urban 92.11 27.7 never smoked 0
## 443 Rural 74.98 21.4 never smoked 0
## 444 Urban 55.25 20.4 never smoked 0
## 448 Urban 94.34 30.2 formerly smoked 0
## 449 Urban 109.03 19.5 formerly smoked 0
## 450 Rural 81.03 32.6 never smoked 0
## 451 Rural 99.82 34.2 never smoked 0
## 452 Urban 140.08 43.0 never smoked 0
## 454 Urban 80.33 19.7 never smoked 0
## 455 Urban 131.51 41.7 never smoked 0
## 456 Rural 89.21 21.6 formerly smoked 0
## 457 Rural 91.45 24.2 never smoked 0
## 460 Rural 89.63 23.2 smokes 0
## 461 Urban 124.06 20.8 never smoked 0
## 462 Rural 99.47 28.4 never smoked 0
## 463 Urban 88.97 30.2 never smoked 0
## 464 Rural 80.93 23.1 never smoked 0
## 465 Urban 102.07 16.7 smokes 0
## 467 Urban 63.71 33.8 smokes 0
## 468 Rural 200.49 34.6 smokes 0
## 469 Rural 75.30 25.0 formerly smoked 0
## 470 Urban 240.71 43.9 formerly smoked 0
## 471 Urban 60.50 27.1 formerly smoked 0
## 473 Rural 134.39 22.7 formerly smoked 0
## 474 Urban 56.18 27.1 never smoked 0
## 475 Rural 113.64 25.6 formerly smoked 0
## 477 Rural 80.40 57.5 never smoked 0
## 478 Urban 59.26 35.8 smokes 0
## 480 Urban 86.24 31.2 never smoked 0
## 481 Urban 197.10 43.6 formerly smoked 0
## 482 Urban 90.90 31.2 formerly smoked 0
## 485 Rural 77.65 24.4 smokes 0
## 486 Urban 64.41 29.4 smokes 0
## 487 Urban 75.19 37.0 smokes 0
## 488 Rural 67.97 29.4 smokes 0
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## 491 Rural 107.42 27.7 never smoked 0
## 493 Urban 103.51 35.9 never smoked 0
## 494 Urban 114.50 35.9 formerly smoked 0
## 496 Rural 95.01 32.3 smokes 0
## 497 Urban 84.11 27.9 never smoked 0
## 498 Urban 74.02 22.3 never smoked 0
## 499 Urban 78.49 31.8 smokes 0
## 501 Urban 55.34 27.1 smokes 0
## 502 Rural 75.04 24.5 never smoked 0
## 503 Rural 109.73 28.9 never smoked 0
## 505 Rural 96.78 24.6 smokes 0
## 506 Urban 194.62 31.6 never smoked 0
## 507 Rural 70.02 32.3 never smoked 0
## 508 Urban 222.21 41.1 smokes 0
## 509 Rural 62.41 30.0 never smoked 0
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## 511 Rural 65.12 30.0 never smoked 0
## 513 Urban 85.83 44.0 formerly smoked 0
## 519 Rural 84.31 31.8 never smoked 0
## 520 Rural 74.80 23.5 never smoked 0
## 521 Urban 97.06 28.5 formerly smoked 0
## 523 Rural 92.78 54.2 never smoked 0
## 524 Rural 173.43 25.6 smokes 0
## 525 Urban 79.08 41.2 never smoked 0
## 526 Urban 106.18 27.0 smokes 0
## 527 Rural 114.21 21.3 never smoked 0
## 528 Rural 91.08 34.3 never smoked 0
## 530 Rural 74.88 31.6 smokes 0
## 531 Rural 123.15 26.1 smokes 0
## 532 Rural 184.25 27.5 never smoked 0
## 533 Rural 117.69 26.5 never smoked 0
## 535 Urban 106.51 40.2 never smoked 0
## 536 Rural 55.27 32.5 formerly smoked 0
## 538 Rural 99.20 32.5 never smoked 0
## 539 Urban 98.92 23.9 formerly smoked 0
## 540 Rural 92.70 29.5 never smoked 0
## 541 Rural 106.70 24.0 never smoked 0
## 543 Urban 82.59 26.2 formerly smoked 0
## 544 Urban 91.00 33.3 never smoked 0
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## 548 Rural 93.99 37.8 formerly smoked 0
## 549 Urban 109.68 41.8 never smoked 0
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## 555 Urban 101.28 22.7 never smoked 0
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## 557 Rural 103.55 20.5 formerly smoked 0
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## 559 Urban 79.39 27.6 never smoked 0
## 560 Urban 122.01 27.0 smokes 0
## 562 Urban 89.70 34.9 smokes 0
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## 565 Rural 79.80 32.3 formerly smoked 0
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## 569 Rural 116.14 20.9 never smoked 0
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## 574 Rural 83.83 30.3 never smoked 0
## 575 Urban 106.98 27.6 never smoked 0
## 577 Urban 70.53 40.9 smokes 0
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## 580 Rural 106.97 27.9 formerly smoked 0
## 581 Urban 126.35 25.2 never smoked 0
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## 584 Rural 80.43 29.7 never smoked 1
## 585 Rural 112.95 22.2 formerly smoked 0
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## 594 Rural 68.35 34.1 never smoked 0
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## 599 Urban 110.76 24.7 formerly smoked 0
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## 602 Rural 90.42 21.4 never smoked 0
## 604 Rural 78.16 36.6 never smoked 0
## 605 Rural 79.13 32.9 formerly smoked 0
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## 609 Rural 186.45 26.7 never smoked 0
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## 612 Urban 99.60 34.3 formerly smoked 0
## 614 Urban 186.32 43.8 smokes 0
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## 624 Urban 95.08 31.5 never smoked 0
## 625 Urban 125.38 24.4 smokes 0
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## 636 Rural 83.23 27.7 never smoked 0
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## 640 Urban 106.35 29.7 never smoked 0
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## 647 Rural 57.51 31.7 smokes 0
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## 650 Urban 160.00 31.9 formerly smoked 0
## 651 Urban 86.96 25.8 never smoked 0
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## 655 Urban 84.31 30.3 smokes 0
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## 666 Urban 72.36 34.7 smokes 0
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## 894 Urban 221.29 25.8 smokes 1
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## 978 Rural 107.18 22.8 never smoked 0
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## 999 Rural 99.15 30.5 formerly smoked 0
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## 1003 Rural 229.86 35.2 smokes 0
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## 1080 Rural 181.23 32.2 formerly smoked 0
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## 1100 Urban 73.75 28.3 never smoked 0
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## 1115 Rural 86.37 39.2 smokes 0
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## 1134 Rural 126.99 29.4 formerly smoked 0
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## 1145 Rural 88.41 25.3 formerly smoked 0
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## 1149 Rural 93.17 27.5 smokes 0
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## 1154 Urban 237.21 26.6 smokes 0
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## 1156 Rural 246.53 27.2 formerly smoked 0
## 1157 Urban 89.05 27.8 formerly smoked 0
## 1159 Rural 98.12 27.5 never smoked 0
## 1160 Rural 105.59 43.3 smokes 0
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## 1162 Rural 193.94 22.4 smokes 1
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## 1170 Rural 97.89 38.7 formerly smoked 0
## 1171 Rural 206.33 26.8 never smoked 0
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## 1182 Rural 80.15 34.9 formerly smoked 0
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## 1191 Rural 150.27 38.2 smokes 0
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## 1201 Rural 169.97 25.8 never smoked 0
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## 1206 Urban 86.26 35.1 formerly smoked 0
## 1207 Urban 92.86 35.1 formerly smoked 0
## 1208 Urban 140.28 37.1 formerly smoked 0
## 1209 Rural 244.28 29.4 formerly smoked 0
## 1210 Urban 124.16 31.7 never smoked 0
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## 1214 Rural 72.76 24.0 formerly smoked 0
## 1216 Urban 233.29 48.9 never smoked 1
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## 1233 Rural 83.84 19.3 formerly smoked 0
## 1234 Urban 94.66 32.1 formerly smoked 0
## 1235 Rural 107.98 26.9 never smoked 0
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## 1240 Rural 163.56 27.7 formerly smoked 0
## 1242 Rural 216.88 27.7 smokes 0
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## 1247 Urban 139.43 40.2 formerly smoked 0
## 1248 Urban 213.11 34.7 never smoked 0
## 1249 Rural 77.23 25.9 smokes 0
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## 1251 Rural 87.33 34.3 never smoked 0
## 1252 Rural 102.34 34.3 never smoked 0
## 1253 Rural 151.30 26.3 never smoked 0
## 1254 Urban 144.23 22.1 formerly smoked 0
## 1255 Rural 110.60 33.3 formerly smoked 0
## 1256 Urban 80.28 37.3 never smoked 0
## 1259 Urban 227.51 34.7 formerly smoked 0
## 1261 Urban 201.01 28.0 never smoked 0
## 1265 Rural 95.40 27.5 never smoked 0
## 1266 Rural 65.90 21.5 never smoked 0
## 1268 Rural 111.33 29.6 formerly smoked 0
## 1269 Rural 104.36 30.2 never smoked 0
## 1271 Rural 210.00 30.7 formerly smoked 0
## 1274 Rural 81.28 33.2 smokes 0
## 1275 Rural 102.50 50.2 never smoked 0
## 1276 Rural 78.05 22.3 never smoked 0
## 1277 Urban 237.58 27.7 formerly smoked 0
## 1279 Rural 59.05 28.3 formerly smoked 0
## 1282 Rural 111.13 32.7 formerly smoked 0
## 1284 Urban 65.84 24.8 smokes 0
## 1285 Rural 123.49 30.7 smokes 0
## 1286 Rural 207.45 25.4 smokes 0
## 1287 Rural 143.45 32.0 smokes 0
## 1288 Rural 89.11 24.4 never smoked 0
## 1289 Rural 58.30 20.4 never smoked 0
## 1290 Urban 78.68 29.5 never smoked 0
## 1291 Urban 98.91 24.4 never smoked 0
## 1292 Rural 67.92 22.8 smokes 0
## 1293 Rural 73.00 20.0 never smoked 0
## 1294 Rural 97.50 36.3 formerly smoked 0
## 1295 Urban 108.43 32.8 smokes 0
## 1296 Urban 90.43 34.4 formerly smoked 0
## 1297 Urban 76.30 30.5 never smoked 0
## 1298 Rural 121.27 29.7 smokes 0
## 1300 Urban 228.70 26.6 never smoked 1
## 1301 Urban 226.93 34.2 smokes 0
## 1303 Urban 93.23 27.7 smokes 0
## 1305 Urban 101.02 24.2 smokes 0
## 1306 Rural 238.53 30.6 never smoked 0
## 1307 Rural 79.18 52.8 formerly smoked 0
## 1308 Urban 207.79 38.6 never smoked 0
## 1309 Rural 196.20 32.8 never smoked 0
## 1310 Urban 231.76 42.9 never smoked 0
## 1312 Urban 110.47 24.7 smokes 0
## 1313 Rural 77.52 35.8 never smoked 0
## 1314 Urban 91.23 27.7 smokes 0
## 1317 Urban 157.01 26.1 smokes 0
## 1318 Urban 93.51 30.8 never smoked 0
## 1319 Rural 102.54 40.5 never smoked 0
## 1320 Rural 87.78 25.2 formerly smoked 0
## 1321 Urban 126.67 28.7 smokes 0
## 1322 Rural 93.60 27.7 never smoked 0
## 1325 Urban 58.87 36.6 never smoked 0
## 1327 Urban 83.14 23.7 never smoked 0
## 1328 Urban 69.18 35.7 smokes 0
## 1329 Rural 218.54 38.9 smokes 0
## 1330 Urban 71.22 40.0 never smoked 0
## 1332 Rural 82.07 29.0 never smoked 0
## 1333 Urban 73.00 20.6 never smoked 0
## 1336 Rural 108.20 26.2 never smoked 0
## 1337 Urban 123.95 34.8 formerly smoked 0
## 1338 Urban 58.71 34.5 never smoked 0
## 1339 Rural 98.46 30.6 never smoked 0
## 1340 Rural 68.78 55.1 formerly smoked 0
## 1343 Rural 65.30 22.1 smokes 0
## 1344 Urban 72.49 28.9 smokes 0
## 1346 Urban 63.40 20.3 smokes 0
## 1347 Rural 105.29 25.1 formerly smoked 0
## 1349 Urban 78.34 25.5 never smoked 0
## 1350 Rural 66.32 34.4 formerly smoked 0
## 1351 Rural 168.15 48.5 never smoked 0
## 1352 Rural 93.48 25.2 formerly smoked 0
## 1353 Urban 79.20 32.5 never smoked 0
## 1354 Rural 107.45 42.1 formerly smoked 0
## 1355 Rural 83.86 19.5 never smoked 0
## 1356 Rural 119.96 27.7 never smoked 0
## 1357 Rural 70.58 25.1 never smoked 0
## 1358 Rural 87.70 29.6 never smoked 0
## 1359 Urban 65.29 32.9 never smoked 0
## 1360 Urban 97.14 55.9 never smoked 0
## 1361 Urban 110.68 25.1 formerly smoked 0
## 1362 Urban 91.93 24.7 smokes 0
## 1365 Rural 115.93 23.3 never smoked 0
## 1367 Rural 69.24 26.6 never smoked 0
## 1368 Rural 102.28 25.5 never smoked 0
## 1369 Urban 71.31 25.8 never smoked 0
## 1370 Rural 89.75 25.4 never smoked 0
## 1371 Urban 87.66 57.3 never smoked 0
## 1374 Urban 178.33 27.7 never smoked 0
## 1377 Rural 70.45 23.3 smokes 0
## 1379 Urban 146.44 22.8 formerly smoked 0
## 1380 Urban 65.04 30.9 never smoked 0
## 1382 Rural 106.41 41.9 smokes 0
## 1384 Urban 93.58 25.1 smokes 0
## 1388 Urban 68.40 23.0 never smoked 0
## 1389 Urban 62.99 25.4 formerly smoked 0
## 1391 Urban 113.40 35.1 smokes 0
## 1393 Urban 65.98 33.0 formerly smoked 0
## 1396 Rural 85.52 30.0 never smoked 0
## 1399 Rural 69.38 28.4 never smoked 0
## 1400 Urban 66.11 26.3 never smoked 0
## 1401 Urban 149.62 39.4 formerly smoked 0
## 1402 Urban 242.84 15.7 smokes 0
## 1403 Urban 202.66 34.1 smokes 0
## 1404 Urban 102.87 27.2 formerly smoked 1
## 1405 Rural 216.90 29.8 formerly smoked 0
## 1407 Rural 114.88 18.3 formerly smoked 0
## 1408 Urban 75.94 28.3 never smoked 0
## 1411 Urban 71.44 24.1 smokes 0
## 1412 Urban 58.29 25.5 formerly smoked 0
## 1413 Urban 115.83 25.3 never smoked 0
## 1414 Urban 102.71 39.9 formerly smoked 0
## 1415 Urban 99.69 28.8 smokes 0
## 1416 Rural 102.89 37.2 formerly smoked 0
## 1418 Rural 56.63 49.8 never smoked 0
## 1419 Rural 87.34 34.3 formerly smoked 0
## 1420 Rural 109.51 29.0 never smoked 0
## 1421 Urban 81.43 27.7 formerly smoked 0
## 1422 Urban 78.59 37.2 never smoked 0
## 1423 Urban 101.22 27.7 formerly smoked 0
## 1425 Rural 105.47 26.2 never smoked 0
## 1426 Urban 68.19 21.1 never smoked 0
## 1427 Urban 210.00 27.7 never smoked 0
## 1428 Rural 114.47 31.6 smokes 0
## 1430 Rural 94.71 28.4 smokes 0
## 1431 Urban 208.05 35.3 smokes 0
## 1432 Rural 222.60 40.1 smokes 0
## 1433 Urban 80.81 39.0 formerly smoked 0
## 1434 Rural 64.51 31.5 never smoked 0
## 1436 Urban 199.14 28.5 never smoked 0
## 1437 Rural 73.41 56.0 smokes 0
## 1438 Urban 109.65 28.6 formerly smoked 0
## 1439 Rural 69.11 35.2 never smoked 0
## 1440 Urban 114.41 32.5 never smoked 0
## 1441 Urban 103.46 35.9 never smoked 0
## 1442 Rural 95.36 25.1 never smoked 0
## 1444 Rural 191.48 27.9 smokes 0
## 1449 Rural 89.24 32.7 formerly smoked 0
## 1450 Urban 70.13 23.6 never smoked 0
## 1451 Urban 82.26 19.8 formerly smoked 0
## 1452 Urban 200.16 33.1 never smoked 0
## 1453 Urban 80.73 28.1 smokes 0
## 1454 Urban 75.09 38.9 formerly smoked 0
## 1455 Urban 80.57 23.8 never smoked 0
## 1456 Rural 77.04 33.8 formerly smoked 0
## 1458 Urban 190.40 27.7 formerly smoked 0
## 1459 Urban 82.08 32.2 formerly smoked 0
## 1460 Rural 103.35 28.1 formerly smoked 0
## 1462 Urban 123.65 44.0 smokes 0
## 1463 Urban 87.96 21.5 formerly smoked 0
## 1464 Urban 85.92 37.3 smokes 0
## 1465 Urban 80.80 44.8 never smoked 0
## 1466 Rural 99.30 21.4 never smoked 0
## 1467 Rural 62.56 32.3 never smoked 0
## 1468 Urban 144.20 35.4 smokes 0
## 1469 Urban 71.38 19.7 never smoked 0
## 1471 Urban 67.06 35.5 never smoked 0
## 1472 Rural 70.16 25.8 formerly smoked 0
## 1474 Rural 122.48 35.9 smokes 0
## 1475 Urban 215.90 41.8 smokes 0
## 1476 Rural 108.56 27.3 formerly smoked 0
## 1480 Rural 60.74 20.0 never smoked 0
## 1481 Rural 233.52 40.9 never smoked 0
## 1482 Urban 110.70 38.5 never smoked 0
## 1483 Rural 78.93 30.9 formerly smoked 0
## 1487 Rural 58.25 24.0 smokes 0
## 1488 Rural 213.54 32.0 never smoked 0
## 1489 Urban 74.86 28.4 never smoked 0
## 1494 Rural 104.12 23.5 never smoked 1
## 1495 Urban 83.41 29.9 never smoked 0
## 1496 Urban 188.69 27.7 formerly smoked 0
## 1497 Rural 86.51 27.7 formerly smoked 0
## 1500 Urban 73.36 16.1 never smoked 0
## 1501 Urban 219.50 33.8 formerly smoked 0
## 1502 Rural 105.73 22.6 never smoked 0
## 1503 Rural 83.79 25.5 smokes 0
## 1505 Rural 61.94 27.9 formerly smoked 0
## 1507 Rural 63.19 32.2 never smoked 0
## 1508 Rural 107.11 27.7 smokes 0
## 1509 Urban 56.84 29.9 smokes 0
## 1510 Rural 217.66 28.7 formerly smoked 0
## 1511 Rural 77.19 37.2 smokes 0
## 1512 Rural 76.22 22.2 formerly smoked 0
## 1513 Rural 155.32 26.6 formerly smoked 0
## 1514 Urban 70.67 24.6 smokes 0
## 1515 Urban 227.16 41.7 never smoked 0
## 1516 Rural 58.69 26.2 formerly smoked 0
## 1518 Urban 137.94 41.8 never smoked 0
## 1519 Urban 60.60 34.2 never smoked 0
## 1520 Rural 93.67 19.2 never smoked 0
## 1521 Urban 79.56 25.2 never smoked 0
## 1522 Rural 122.46 18.7 never smoked 0
## 1523 Urban 92.32 43.0 never smoked 0
## 1524 Rural 80.63 28.2 smokes 0
## 1525 Urban 92.32 34.7 smokes 0
## 1526 Urban 59.89 25.5 never smoked 0
## 1527 Urban 80.57 39.8 smokes 0
## 1528 Urban 88.52 20.8 formerly smoked 0
## 1529 Urban 88.82 28.2 formerly smoked 0
## 1530 Rural 102.08 31.0 smokes 0
## 1531 Urban 71.38 27.7 formerly smoked 0
## 1532 Rural 84.90 21.6 never smoked 0
## 1534 Rural 209.90 27.7 smokes 0
## 1537 Rural 176.48 24.0 formerly smoked 0
## 1538 Urban 94.07 31.5 never smoked 0
## 1539 Urban 85.12 36.3 formerly smoked 0
## 1541 Rural 111.93 32.2 never smoked 0
## 1544 Rural 95.57 30.7 smokes 0
## 1546 Urban 66.29 20.5 smokes 0
## 1547 Rural 211.88 28.7 never smoked 0
## 1548 Rural 76.55 29.0 smokes 0
## 1549 Urban 56.67 24.4 never smoked 0
## 1552 Rural 81.66 23.5 formerly smoked 0
## 1553 Rural 96.77 20.5 never smoked 0
## 1554 Rural 91.63 33.5 smokes 0
## 1556 Rural 225.60 29.0 never smoked 0
## 1557 Rural 95.58 27.7 smokes 0
## 1558 Rural 100.98 28.2 formerly smoked 1
## 1559 Rural 210.23 30.7 never smoked 0
## 1560 Urban 92.82 37.4 never smoked 0
## 1561 Rural 234.82 51.8 never smoked 0
## 1564 Rural 81.99 27.3 formerly smoked 0
## 1565 Urban 87.69 27.5 formerly smoked 0
## 1566 Rural 125.29 33.9 never smoked 0
## 1568 Urban 70.93 22.9 never smoked 0
## 1569 Urban 89.93 32.1 never smoked 0
## 1571 Rural 72.06 30.2 formerly smoked 0
## 1572 Rural 97.90 31.3 formerly smoked 0
## 1574 Rural 230.59 23.2 formerly smoked 0
## 1576 Urban 168.15 22.9 never smoked 0
## 1577 Urban 224.63 42.8 never smoked 0
## 1579 Rural 85.17 28.7 smokes 0
## 1580 Urban 84.14 32.3 never smoked 0
## 1581 Rural 85.57 24.2 formerly smoked 0
## 1582 Urban 82.81 23.9 never smoked 0
## 1583 Urban 110.53 34.2 never smoked 0
## 1585 Urban 85.04 29.9 never smoked 0
## 1586 Urban 140.40 23.0 smokes 0
## 1588 Rural 99.44 21.0 never smoked 0
## 1592 Rural 58.66 16.4 never smoked 0
## 1594 Urban 61.32 23.7 smokes 0
## 1596 Rural 62.99 27.0 formerly smoked 0
## 1597 Urban 86.04 25.6 smokes 0
## 1598 Rural 83.30 34.0 formerly smoked 0
## 1599 Urban 208.17 24.9 never smoked 0
## 1602 Rural 146.61 39.6 never smoked 0
## 1604 Rural 84.56 41.8 never smoked 0
## 1605 Rural 103.44 20.1 never smoked 0
## 1606 Urban 185.31 39.3 never smoked 0
## 1607 Urban 102.53 28.3 formerly smoked 0
## 1609 Rural 62.60 33.9 never smoked 0
## 1611 Rural 76.68 34.8 smokes 0
## 1612 Urban 92.86 20.7 formerly smoked 0
## 1613 Urban 90.95 24.6 smokes 0
## 1615 Urban 85.66 39.4 never smoked 0
## 1616 Urban 88.20 27.7 smokes 0
## 1617 Urban 203.04 27.7 smokes 0
## 1618 Rural 68.37 29.4 smokes 0
## 1620 Rural 187.87 32.3 never smoked 0
## 1621 Rural 213.87 25.3 never smoked 0
## 1623 Urban 222.85 29.4 formerly smoked 0
## 1627 Rural 79.99 26.3 never smoked 0
## 1630 Rural 84.49 26.4 never smoked 0
## 1631 Rural 89.61 22.0 never smoked 0
## 1633 Urban 198.36 29.1 smokes 0
## 1634 Rural 93.61 24.9 never smoked 0
## 1635 Rural 75.43 36.4 smokes 0
## 1636 Urban 100.31 31.2 smokes 0
## 1637 Rural 105.63 32.8 never smoked 0
## 1638 Rural 82.84 31.6 never smoked 0
## 1640 Urban 92.27 35.2 formerly smoked 0
## 1641 Urban 115.23 28.0 never smoked 0
## 1642 Urban 196.25 24.9 smokes 0
## 1644 Urban 114.33 30.7 smokes 0
## 1645 Rural 72.52 33.9 never smoked 0
## 1646 Rural 99.87 27.7 formerly smoked 0
## 1650 Urban 113.74 31.6 smokes 0
## 1651 Urban 72.79 23.8 smokes 0
## 1652 Rural 94.71 29.6 smokes 0
## 1653 Rural 194.53 45.0 never smoked 0
## 1655 Urban 86.68 27.7 formerly smoked 0
## 1656 Urban 195.23 28.3 smokes 1
## 1657 Rural 140.39 25.5 never smoked 0
## 1659 Rural 104.70 21.0 formerly smoked 0
## 1660 Urban 95.82 28.6 never smoked 0
## 1661 Urban 204.05 23.5 never smoked 0
## 1663 Urban 67.78 29.2 smokes 0
## 1664 Urban 105.29 27.6 formerly smoked 0
## 1665 Urban 135.19 36.0 smokes 0
## 1666 Urban 116.12 20.4 smokes 0
## 1667 Rural 59.63 19.9 never smoked 0
## 1668 Rural 56.43 29.2 formerly smoked 0
## 1669 Rural 199.18 27.9 never smoked 0
## 1670 Rural 209.26 38.1 formerly smoked 0
## 1671 Urban 91.21 24.1 never smoked 0
## 1672 Urban 95.16 37.8 formerly smoked 0
## 1673 Urban 217.11 29.1 never smoked 0
## 1674 Urban 222.46 35.7 never smoked 0
## 1676 Rural 82.44 34.5 never smoked 0
## 1677 Rural 74.11 34.1 smokes 0
## 1679 Urban 187.52 57.7 never smoked 0
## 1680 Rural 83.26 22.2 never smoked 0
## 1682 Urban 76.63 26.2 never smoked 0
## 1683 Rural 65.09 23.5 never smoked 0
## 1684 Urban 142.31 29.1 smokes 0
## 1686 Rural 237.74 21.2 never smoked 0
## 1687 Urban 74.26 27.7 formerly smoked 0
## 1688 Rural 154.08 20.2 formerly smoked 0
## 1689 Rural 78.29 30.8 never smoked 0
## 1692 Urban 67.75 21.3 formerly smoked 0
## 1693 Urban 92.73 27.7 never smoked 0
## 1694 Urban 90.35 22.3 never smoked 0
## 1695 Rural 77.86 28.9 never smoked 0
## 1696 Rural 71.88 26.7 never smoked 0
## 1697 Urban 118.82 41.0 smokes 0
## 1699 Urban 121.66 29.1 smokes 0
## 1701 Urban 92.82 27.8 formerly smoked 0
## 1702 Rural 95.46 31.4 smokes 0
## 1703 Urban 59.99 28.2 never smoked 0
## 1705 Urban 90.26 36.1 never smoked 0
## 1706 Rural 91.90 32.7 formerly smoked 0
## 1707 Urban 91.08 26.4 never smoked 0
## 1711 Urban 82.09 14.1 never smoked 0
## 1713 Rural 100.33 23.2 never smoked 0
## 1715 Rural 89.81 35.6 never smoked 0
## 1716 Urban 97.32 21.8 smokes 0
## 1717 Rural 75.53 34.9 never smoked 0
## 1718 Rural 121.44 20.4 never smoked 0
## 1719 Urban 83.52 25.0 never smoked 0
## 1721 Rural 75.27 27.3 never smoked 0
## 1722 Urban 80.24 28.9 never smoked 0
## 1724 Urban 69.09 36.9 formerly smoked 0
## 1725 Rural 62.67 27.7 never smoked 0
## 1726 Urban 98.74 44.4 never smoked 0
## 1727 Rural 56.51 28.2 smokes 0
## 1728 Rural 65.95 35.0 never smoked 0
## 1730 Urban 62.47 26.5 never smoked 0
## 1731 Urban 69.82 25.1 never smoked 0
## 1733 Urban 223.35 27.3 formerly smoked 0
## 1734 Rural 74.36 27.3 never smoked 0
## 1735 Rural 102.97 41.9 formerly smoked 0
## 1736 Urban 153.38 38.8 never smoked 0
## 1737 Rural 87.10 18.3 never smoked 0
## 1742 Urban 84.85 24.7 never smoked 0
## 1743 Rural 135.89 23.1 formerly smoked 0
## 1744 Urban 106.13 22.4 never smoked 0
## 1745 Rural 74.33 29.9 smokes 0
## 1748 Rural 87.69 26.2 formerly smoked 0
## 1749 Urban 95.85 29.6 smokes 0
## 1750 Urban 90.36 30.8 formerly smoked 0
## 1751 Rural 63.45 32.7 formerly smoked 0
## 1753 Urban 122.91 35.7 never smoked 0
## 1757 Urban 77.63 31.7 never smoked 0
## 1758 Urban 70.61 20.0 never smoked 0
## 1759 Urban 124.34 34.7 formerly smoked 0
## 1760 Urban 103.44 28.0 never smoked 0
## 1762 Urban 208.06 27.7 smokes 0
## 1763 Urban 75.50 24.6 never smoked 0
## 1764 Urban 98.85 24.6 never smoked 0
## 1767 Urban 65.60 33.5 never smoked 0
## 1768 Rural 211.78 27.7 formerly smoked 1
## 1773 Rural 84.79 24.2 formerly smoked 0
## 1774 Urban 103.28 34.3 smokes 0
## 1776 Rural 96.18 25.1 never smoked 0
## 1777 Rural 186.95 33.3 never smoked 0
## 1779 Rural 128.72 26.3 smokes 0
## 1780 Urban 85.04 29.7 formerly smoked 0
## 1782 Urban 65.69 21.4 never smoked 0
## 1783 Rural 97.52 45.5 formerly smoked 0
## 1784 Rural 90.43 34.2 never smoked 0
## 1786 Urban 212.08 44.2 smokes 1
## 1787 Rural 198.24 38.1 never smoked 0
## 1788 Rural 90.51 26.7 never smoked 0
## 1789 Urban 97.78 22.6 smokes 0
## 1792 Rural 93.00 25.7 never smoked 0
## 1794 Rural 96.25 23.3 formerly smoked 0
## 1796 Urban 63.08 20.5 smokes 0
## 1797 Urban 129.16 33.6 smokes 0
## 1799 Urban 83.34 49.3 never smoked 0
## 1800 Urban 95.01 26.2 formerly smoked 0
## 1801 Urban 229.21 30.1 smokes 0
## 1802 Urban 80.08 25.1 never smoked 0
## 1803 Rural 62.00 32.7 smokes 0
## 1808 Rural 151.33 30.9 formerly smoked 0
## 1812 Rural 91.46 29.5 never smoked 0
## 1816 Urban 100.29 30.2 never smoked 0
## 1817 Urban 68.37 24.2 smokes 0
## 1818 Rural 87.95 25.2 never smoked 0
## 1819 Urban 73.27 22.2 smokes 0
## 1821 Urban 107.29 29.6 never smoked 0
## 1823 Urban 74.01 28.7 smokes 0
## 1825 Rural 95.75 38.5 smokes 0
## 1831 Rural 85.51 26.6 smokes 0
## 1832 Rural 84.18 35.5 never smoked 0
## 1833 Urban 82.37 30.7 never smoked 0
## 1835 Rural 74.55 22.4 never smoked 0
## 1836 Urban 114.45 25.2 smokes 0
## 1837 Rural 113.68 24.2 never smoked 0
## 1838 Rural 107.91 20.5 never smoked 0
## 1839 Rural 83.85 24.5 never smoked 0
## 1841 Rural 72.13 42.6 never smoked 0
## 1842 Urban 94.98 23.8 never smoked 0
## 1843 Rural 228.42 42.3 formerly smoked 0
## 1844 Rural 93.90 42.2 never smoked 0
## 1846 Urban 121.60 22.8 never smoked 0
## 1847 Rural 84.40 42.3 formerly smoked 0
## 1848 Rural 82.13 28.5 never smoked 0
## 1849 Urban 73.33 23.0 never smoked 0
## 1851 Rural 212.97 49.8 formerly smoked 0
## 1852 Rural 100.41 23.8 never smoked 0
## 1853 Urban 202.05 31.7 smokes 0
## 1854 Urban 71.42 34.9 smokes 0
## 1855 Rural 107.50 54.0 never smoked 0
## 1856 Rural 55.57 26.8 formerly smoked 0
## 1857 Urban 58.14 21.3 never smoked 0
## 1859 Urban 78.79 42.4 smokes 0
## 1861 Rural 65.28 28.2 never smoked 0
## 1862 Rural 92.67 26.3 formerly smoked 0
## 1864 Urban 114.18 23.3 never smoked 0
## 1865 Rural 231.69 56.1 formerly smoked 0
## 1866 Rural 101.89 25.1 smokes 0
## 1867 Urban 107.22 35.3 smokes 0
## 1868 Rural 101.99 36.3 never smoked 0
## 1869 Rural 72.56 30.4 formerly smoked 0
## 1870 Urban 94.47 43.9 never smoked 0
## 1871 Urban 98.76 26.4 smokes 0
## 1872 Rural 116.93 28.3 never smoked 0
## 1873 Rural 219.96 42.3 never smoked 0
## 1874 Urban 75.77 38.0 never smoked 0
## 1875 Urban 196.92 22.2 never smoked 1
## 1877 Urban 88.97 28.8 never smoked 0
## 1878 Rural 72.49 38.5 never smoked 0
## 1880 Rural 97.96 31.3 never smoked 0
## 1881 Urban 197.69 28.4 smokes 0
## 1883 Urban 75.77 20.4 formerly smoked 0
## 1885 Urban 93.14 32.5 never smoked 0
## 1887 Rural 199.88 29.6 formerly smoked 0
## 1888 Rural 77.48 27.7 formerly smoked 0
## 1889 Rural 65.34 39.4 never smoked 0
## 1890 Urban 81.96 27.7 formerly smoked 0
## 1891 Urban 98.71 26.1 formerly smoked 0
## 1892 Rural 170.22 27.2 formerly smoked 0
## 1893 Urban 73.50 41.3 smokes 0
## 1894 Rural 72.39 27.7 smokes 0
## 1895 Urban 102.96 20.9 formerly smoked 0
## 1896 Urban 80.72 41.5 formerly smoked 0
## 1897 Urban 74.19 31.1 formerly smoked 0
## 1898 Urban 77.12 24.5 formerly smoked 0
## 1900 Rural 114.76 24.7 never smoked 0
## 1902 Urban 92.87 37.0 never smoked 0
## 1903 Urban 252.72 30.5 formerly smoked 1
## 1904 Urban 113.05 31.0 smokes 0
## 1905 Urban 68.24 33.1 formerly smoked 0
## 1906 Rural 74.35 26.6 smokes 0
## 1907 Urban 91.08 27.7 never smoked 0
## 1908 Urban 88.83 40.3 smokes 0
## 1911 Rural 66.17 26.1 never smoked 0
## 1912 Rural 222.29 38.2 never smoked 0
## 1913 Rural 114.16 21.3 smokes 0
## 1915 Rural 220.36 40.9 formerly smoked 0
## 1916 Urban 76.03 27.3 never smoked 0
## 1917 Urban 73.06 20.9 never smoked 0
## 1918 Urban 187.88 29.2 formerly smoked 0
## 1921 Rural 191.66 26.1 smokes 0
## 1924 Urban 92.59 24.6 formerly smoked 0
## 1925 Rural 80.42 33.4 formerly smoked 0
## 1926 Rural 62.47 34.4 formerly smoked 0
## 1927 Rural 63.94 17.6 never smoked 0
## 1928 Rural 77.73 19.2 never smoked 0
## 1930 Urban 96.30 28.1 smokes 0
## 1931 Rural 107.46 32.1 never smoked 0
## 1932 Rural 108.33 17.4 never smoked 0
## 1933 Rural 89.37 20.2 never smoked 0
## 1935 Urban 217.75 39.5 never smoked 0
## 1937 Rural 93.88 24.3 smokes 0
## 1941 Rural 81.76 34.3 formerly smoked 0
## 1942 Urban 59.20 43.8 never smoked 0
## 1944 Urban 226.88 36.7 formerly smoked 0
## 1945 Urban 65.66 33.7 never smoked 0
## 1946 Urban 58.70 38.9 smokes 0
## 1947 Urban 186.40 28.0 never smoked 0
## 1950 Urban 149.13 42.9 smokes 0
## 1951 Urban 82.39 17.1 never smoked 0
## 1953 Rural 80.25 30.3 formerly smoked 0
## 1954 Urban 203.81 33.9 formerly smoked 0
## 1957 Rural 120.58 21.5 never smoked 0
## 1958 Rural 86.57 28.5 formerly smoked 0
## 1959 Urban 90.01 34.4 smokes 0
## 1960 Rural 68.84 43.7 formerly smoked 0
## 1962 Urban 158.48 33.7 formerly smoked 0
## 1964 Rural 90.15 27.9 formerly smoked 0
## 1965 Rural 80.09 21.8 never smoked 0
## 1966 Rural 189.44 35.8 never smoked 0
## 1967 Rural 70.03 23.1 smokes 0
## 1968 Rural 249.29 30.3 smokes 0
## 1970 Urban 96.93 25.0 smokes 0
## 1971 Urban 211.35 30.7 formerly smoked 0
## 1973 Rural 60.96 11.5 never smoked 0
## 1974 Urban 120.09 30.7 never smoked 0
## 1975 Urban 92.13 33.7 never smoked 0
## 1976 Urban 83.07 26.5 smokes 0
## 1978 Urban 109.51 27.7 never smoked 0
## 1979 Urban 97.24 22.5 never smoked 0
## 1981 Urban 134.80 22.4 never smoked 0
## 1982 Urban 74.65 25.3 formerly smoked 0
## 1983 Urban 85.84 37.3 never smoked 0
## 1984 Urban 90.43 39.7 smokes 0
## 1985 Urban 74.35 28.0 never smoked 0
## 1986 Urban 206.59 41.4 smokes 0
## 1987 Urban 196.33 25.3 never smoked 0
## 1988 Rural 70.23 28.1 never smoked 0
## 1989 Urban 242.94 41.2 never smoked 0
## 1990 Rural 103.06 28.8 never smoked 0
## 1991 Urban 80.86 31.0 smokes 0
## 1992 Urban 114.32 28.3 smokes 0
## 1994 Rural 152.02 44.2 formerly smoked 0
## 1995 Rural 75.19 27.6 never smoked 0
## 1996 Urban 60.61 35.7 formerly smoked 0
## 1997 Rural 89.14 37.4 formerly smoked 0
## 1999 Rural 135.19 23.4 never smoked 0
## 2000 Urban 78.48 25.8 formerly smoked 0
## 2002 Urban 75.92 22.8 never smoked 0
## 2005 Rural 134.61 23.4 never smoked 0
## 2006 Rural 104.02 29.5 never smoked 0
## 2007 Urban 56.90 28.2 never smoked 0
## 2010 Rural 76.28 31.4 formerly smoked 0
## 2011 Urban 84.20 29.7 never smoked 1
## 2012 Urban 90.01 32.4 formerly smoked 0
## 2013 Rural 107.84 22.0 formerly smoked 0
## 2014 Rural 71.06 26.4 never smoked 0
## 2015 Urban 185.00 26.1 never smoked 0
## 2016 Rural 104.42 37.6 smokes 0
## 2019 Urban 128.23 49.4 never smoked 0
## 2020 Rural 104.23 23.8 smokes 0
## 2021 Urban 133.82 20.4 never smoked 0
## 2022 Rural 80.82 40.3 never smoked 0
## 2023 Rural 102.35 23.6 never smoked 0
## 2024 Rural 88.48 34.3 never smoked 0
## 2026 Rural 75.09 28.7 never smoked 0
## 2030 Rural 68.44 23.0 smokes 0
## 2031 Urban 65.36 39.3 never smoked 0
## 2032 Urban 94.12 20.1 never smoked 0
## 2033 Rural 96.24 25.4 never smoked 0
## 2035 Rural 84.03 26.5 formerly smoked 1
## 2036 Rural 77.29 28.4 never smoked 0
## 2038 Urban 107.18 28.2 never smoked 0
## 2039 Urban 130.07 26.0 never smoked 0
## 2040 Urban 57.30 41.5 never smoked 0
## 2041 Rural 101.35 32.2 never smoked 0
## 2042 Rural 94.03 25.7 never smoked 0
## 2043 Urban 227.81 33.0 formerly smoked 0
## 2044 Urban 66.67 35.0 smokes 0
## 2045 Urban 240.81 27.4 never smoked 0
## 2049 Urban 60.35 25.9 formerly smoked 0
## 2050 Urban 118.66 32.3 never smoked 0
## 2051 Urban 89.03 27.7 smokes 0
## 2052 Urban 58.51 30.4 formerly smoked 0
## 2053 Urban 96.04 45.1 formerly smoked 0
## 2055 Rural 92.72 36.6 never smoked 0
## 2058 Rural 61.83 31.3 never smoked 0
## 2059 Rural 131.99 37.5 never smoked 0
## 2060 Rural 136.81 23.1 smokes 0
## 2061 Rural 239.28 35.0 never smoked 0
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## 2071 Rural 82.89 29.5 never smoked 0
## 2072 Rural 192.37 49.2 never smoked 0
## 2073 Rural 79.64 27.7 smokes 0
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## 2078 Rural 220.47 48.7 never smoked 0
## 2080 Urban 180.80 20.3 never smoked 0
## 2081 Urban 247.48 33.5 smokes 0
## 2082 Urban 216.00 36.7 smokes 0
## 2083 Urban 75.64 24.4 never smoked 0
## 2084 Urban 95.07 38.8 formerly smoked 0
## 2085 Urban 129.97 44.2 smokes 0
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## 2090 Urban 87.16 30.4 formerly smoked 0
## 2091 Rural 219.39 33.4 smokes 0
## 2095 Rural 220.47 36.4 smokes 0
## 2097 Urban 89.95 48.9 formerly smoked 0
## 2100 Urban 110.07 31.8 never smoked 0
## 2101 Urban 60.56 33.0 never smoked 0
## 2102 Urban 89.83 24.7 smokes 0
## 2104 Urban 71.50 40.3 smokes 0
## 2105 Urban 71.71 35.2 smokes 0
## 2106 Urban 173.96 31.2 formerly smoked 0
## 2107 Urban 96.06 37.6 never smoked 0
## 2108 Urban 113.20 38.7 smokes 0
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## 2120 Urban 198.33 42.7 smokes 0
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## 2123 Rural 106.74 33.7 formerly smoked 0
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## 2126 Rural 206.52 35.4 smokes 0
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## 2131 Urban 112.20 27.7 never smoked 0
## 2132 Urban 91.18 25.7 never smoked 0
## 2133 Rural 85.81 20.2 formerly smoked 0
## 2134 Urban 148.37 22.7 never smoked 0
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## 2139 Rural 89.88 33.1 formerly smoked 0
## 2140 Rural 62.66 28.0 formerly smoked 0
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## 2143 Rural 85.00 26.4 smokes 0
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## 2148 Rural 101.13 35.9 formerly smoked 0
## 2150 Rural 98.39 22.2 smokes 0
## 2151 Rural 128.04 34.0 smokes 0
## 2155 Rural 83.27 19.8 formerly smoked 0
## 2157 Rural 99.73 36.7 formerly smoked 0
## 2159 Rural 65.77 23.7 smokes 0
## 2160 Urban 161.57 25.7 smokes 0
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## 2192 Rural 95.62 32.0 smokes 0
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## 2196 Urban 120.27 25.0 never smoked 0
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## 2201 Rural 100.42 39.5 smokes 0
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## 2208 Rural 65.66 24.6 formerly smoked 0
## 2209 Urban 104.70 20.7 smokes 0
## 2210 Urban 113.86 36.4 never smoked 0
## 2212 Urban 165.99 32.3 never smoked 0
## 2215 Rural 77.37 21.4 never smoked 0
## 2216 Urban 93.55 31.7 never smoked 0
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## 2219 Urban 98.03 22.1 smokes 0
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## 2222 Urban 117.34 21.6 never smoked 0
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## 2229 Urban 84.47 52.7 smokes 0
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## 2239 Rural 78.14 35.8 never smoked 0
## 2240 Urban 133.58 24.0 never smoked 0
## 2241 Urban 214.42 33.9 formerly smoked 0
## 2242 Urban 80.63 36.0 smokes 0
## 2243 Rural 233.71 22.9 never smoked 0
## 2244 Urban 96.00 44.5 smokes 0
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## 2251 Rural 55.58 30.0 never smoked 0
## 2252 Urban 65.87 32.2 formerly smoked 0
## 2253 Urban 89.28 21.7 smokes 0
## 2255 Urban 74.70 28.8 formerly smoked 0
## 2258 Rural 84.88 27.1 never smoked 0
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## 2263 Urban 68.48 24.3 never smoked 0
## 2264 Rural 219.72 33.7 formerly smoked 1
## 2265 Urban 100.02 28.0 never smoked 0
## 2271 Rural 72.49 25.8 never smoked 0
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## 2274 Rural 70.54 24.4 formerly smoked 0
## 2275 Rural 205.00 30.1 never smoked 0
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## 2283 Urban 243.73 27.7 smokes 0
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## 2296 Urban 160.94 26.7 smokes 0
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## 2300 Urban 116.02 36.6 formerly smoked 0
## 2301 Rural 127.32 33.1 smokes 0
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## 2308 Rural 82.15 31.6 formerly smoked 0
## 2309 Urban 200.28 31.9 formerly smoked 0
## 2310 Rural 62.44 25.2 smokes 0
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## 2316 Urban 145.03 26.8 formerly smoked 0
## 2317 Urban 98.53 18.5 never smoked 0
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## 2339 Urban 84.44 30.5 formerly smoked 0
## 2340 Urban 92.16 22.8 never smoked 0
## 2341 Urban 85.96 34.5 formerly smoked 0
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## 2352 Urban 90.40 26.5 never smoked 0
## 2353 Urban 71.59 40.3 never smoked 0
## 2354 Rural 209.50 37.9 formerly smoked 0
## 2356 Urban 57.43 53.5 formerly smoked 0
## 2357 Rural 87.93 33.6 never smoked 0
## 2359 Rural 112.12 30.5 never smoked 0
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## 2361 Rural 60.98 29.9 formerly smoked 0
## 2362 Urban 86.35 32.7 never smoked 0
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## 2365 Urban 110.78 22.9 never smoked 0
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## 2367 Rural 201.45 43.8 smokes 0
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## 2372 Urban 206.15 25.4 never smoked 0
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## 2390 Rural 79.16 34.8 formerly smoked 0
## 2391 Urban 99.68 17.6 formerly smoked 0
## 2392 Urban 79.55 21.1 formerly smoked 0
## 2393 Rural 87.86 29.0 formerly smoked 0
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## 2425 Urban 116.04 30.9 never smoked 0
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## 2441 Urban 76.83 26.0 never smoked 0
## 2443 Urban 90.92 16.0 never smoked 0
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## 2477 Rural 227.74 33.4 smokes 0
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## 2491 Rural 57.47 30.1 formerly smoked 0
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## 2497 Urban 99.83 22.7 formerly smoked 0
## 2498 Urban 217.40 36.6 never smoked 0
## 2500 Urban 79.79 25.6 smokes 0
## 2501 Urban 190.92 31.4 never smoked 0
## 2502 Urban 94.76 26.0 formerly smoked 0
## 2503 Urban 101.43 27.0 formerly smoked 0
## 2504 Rural 115.86 33.3 never smoked 0
## 2506 Rural 89.02 26.9 never smoked 0
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## 2511 Rural 94.45 29.6 formerly smoked 0
## 2512 Rural 88.57 31.1 never smoked 0
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## 2518 Urban 77.46 30.9 formerly smoked 0
## 2519 Urban 100.54 22.1 smokes 0
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## 2521 Rural 110.87 29.5 smokes 0
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## 2525 Urban 182.90 34.4 smokes 0
## 2526 Urban 75.28 36.7 formerly smoked 0
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## 2529 Urban 110.42 32.6 smokes 0
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## 2533 Rural 90.22 28.7 formerly smoked 0
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## 2542 Rural 255.17 38.1 formerly smoked 0
## 2543 Rural 217.55 27.7 smokes 0
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## 2555 Urban 85.55 63.3 never smoked 0
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## 2560 Rural 69.28 38.6 formerly smoked 0
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## 2563 Rural 59.68 29.2 formerly smoked 0
## 2564 Urban 94.24 29.2 formerly smoked 0
## 2566 Urban 62.62 23.1 formerly smoked 0
## 2568 Urban 107.59 26.2 formerly smoked 0
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## 2577 Urban 143.47 27.6 formerly smoked 0
## 2578 Rural 84.60 27.0 smokes 0
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## 2580 Rural 158.93 31.3 smokes 0
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## 2584 Rural 57.76 33.2 smokes 0
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## 2590 Urban 124.37 28.3 never smoked 0
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## 2597 Urban 82.12 32.5 smokes 0
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## 2602 Rural 88.47 28.1 smokes 0
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## 2605 Rural 80.72 26.0 formerly smoked 0
## 2606 Rural 59.83 52.8 never smoked 0
## 2607 Urban 67.02 27.7 formerly smoked 0
## 2608 Rural 60.22 29.2 never smoked 0
## 2609 Rural 82.41 26.3 smokes 0
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## 2619 Urban 77.55 27.7 formerly smoked 0
## 2620 Rural 142.12 28.4 smokes 0
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## 2622 Rural 118.81 26.0 smokes 0
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## 2624 Urban 78.74 42.3 smokes 0
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## 2639 Urban 222.66 37.0 formerly smoked 0
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## 2641 Urban 85.77 21.1 never smoked 0
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## 2646 Rural 198.79 27.7 smokes 0
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## 2654 Rural 73.36 36.6 formerly smoked 0
## 2655 Urban 60.91 29.9 never smoked 1
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## 2657 Urban 69.24 27.6 never smoked 0
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## 2661 Rural 71.94 31.4 smokes 0
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## 2677 Rural 93.76 24.0 formerly smoked 0
## 2678 Rural 103.89 30.0 never smoked 0
## 2681 Rural 78.03 23.9 formerly smoked 1
## 2684 Urban 99.76 27.1 formerly smoked 0
## 2686 Urban 193.81 46.8 never smoked 0
## 2687 Rural 97.27 26.0 never smoked 0
## 2688 Urban 137.77 29.3 never smoked 0
## 2689 Urban 105.19 50.1 smokes 0
## 2690 Urban 82.72 27.7 never smoked 0
## 2692 Urban 68.79 27.0 never smoked 0
## 2693 Urban 94.19 25.7 never smoked 0
## 2694 Rural 121.17 25.5 formerly smoked 0
## 2695 Rural 106.41 27.3 never smoked 0
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## 2698 Urban 96.81 41.2 smokes 0
## 2699 Rural 107.42 20.2 formerly smoked 0
## 2700 Rural 69.20 30.9 never smoked 0
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## 2703 Rural 111.78 39.4 smokes 0
## 2704 Urban 122.26 34.2 never smoked 0
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## 2706 Rural 105.77 36.8 never smoked 0
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## 2708 Urban 77.53 33.9 formerly smoked 0
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## 2711 Rural 239.95 32.2 smokes 0
## 2712 Urban 61.96 22.0 smokes 0
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## 2723 Rural 106.08 32.5 formerly smoked 0
## 2724 Urban 156.45 24.3 never smoked 0
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## 2731 Urban 80.01 33.0 formerly smoked 0
## 2732 Urban 58.42 24.7 formerly smoked 0
## 2733 Urban 67.38 32.8 formerly smoked 0
## 2734 Urban 71.22 28.5 never smoked 1
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## 2743 Rural 85.29 27.1 formerly smoked 0
## 2744 Urban 107.59 33.1 smokes 0
## 2745 Urban 87.72 25.9 smokes 0
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## 2748 Rural 95.47 26.0 smokes 0
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## 2752 Urban 198.79 24.9 never smoked 0
## 2753 Rural 90.39 26.5 never smoked 0
## 2755 Urban 202.55 27.7 formerly smoked 0
## 2756 Rural 64.92 32.1 smokes 0
## 2757 Rural 154.60 28.5 formerly smoked 0
## 2758 Urban 95.98 40.1 smokes 0
## 2759 Rural 102.51 26.6 smokes 0
## 2761 Rural 232.12 28.8 never smoked 0
## 2763 Urban 70.04 31.4 never smoked 0
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## 2766 Rural 71.06 25.3 formerly smoked 0
## 2768 Urban 81.94 26.0 smokes 0
## 2769 Urban 96.37 30.7 formerly smoked 0
## 2770 Rural 114.16 43.3 never smoked 0
## 2771 Rural 93.58 35.2 smokes 0
## 2773 Rural 107.83 35.3 smokes 0
## 2774 Urban 107.21 27.0 formerly smoked 0
## 2775 Rural 99.35 26.1 smokes 0
## 2777 Rural 81.51 32.6 never smoked 0
## 2778 Rural 69.26 21.8 formerly smoked 0
## 2779 Urban 111.47 32.3 never smoked 0
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## 2781 Rural 72.94 32.3 formerly smoked 0
## 2783 Rural 60.32 25.0 never smoked 0
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## 2785 Rural 65.01 21.7 formerly smoked 0
## 2786 Urban 74.63 45.3 never smoked 0
## 2787 Rural 230.78 40.2 never smoked 0
## 2788 Urban 72.50 22.5 formerly smoked 0
## 2789 Urban 68.48 21.3 never smoked 0
## 2790 Urban 85.03 26.1 formerly smoked 0
## 2791 Urban 80.76 28.8 smokes 0
## 2792 Urban 204.98 27.7 formerly smoked 0
## 2793 Rural 95.36 32.4 formerly smoked 0
## 2795 Urban 89.18 25.9 formerly smoked 0
## 2796 Rural 91.53 38.8 formerly smoked 0
## 2797 Rural 65.16 30.8 never smoked 0
## 2798 Rural 74.53 24.6 never smoked 0
## 2800 Urban 227.89 38.8 formerly smoked 0
## 2802 Rural 69.35 27.7 never smoked 0
## 2803 Rural 216.71 36.2 never smoked 0
## 2805 Rural 75.25 27.6 smokes 0
## 2806 Rural 91.82 28.3 formerly smoked 0
## 2807 Urban 90.90 27.7 formerly smoked 1
## 2808 Urban 56.37 39.4 smokes 0
## 2810 Urban 202.67 40.4 formerly smoked 0
## 2812 Urban 90.31 27.6 smokes 0
## 2813 Rural 221.80 44.7 formerly smoked 0
## 2815 Urban 147.12 22.3 formerly smoked 0
## 2817 Rural 103.21 22.9 formerly smoked 0
## 2818 Urban 81.25 27.3 smokes 0
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## 2824 Urban 213.03 20.2 smokes 1
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## 2826 Rural 67.29 36.7 formerly smoked 0
## 2829 Urban 87.51 30.5 formerly smoked 0
## 2832 Urban 90.68 31.7 smokes 0
## 2834 Urban 92.44 33.4 never smoked 0
## 2836 Urban 89.87 26.5 never smoked 0
## 2837 Urban 105.28 27.1 formerly smoked 0
## 2838 Rural 131.80 30.3 never smoked 0
## 2841 Rural 83.37 17.8 formerly smoked 0
## 2842 Urban 79.80 37.4 smokes 0
## 2843 Rural 103.17 32.1 formerly smoked 0
## 2844 Urban 62.52 38.2 never smoked 0
## 2845 Urban 75.78 27.7 smokes 0
## 2846 Urban 110.36 39.1 formerly smoked 0
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## 2849 Rural 243.58 33.6 never smoked 1
## 2850 Rural 106.85 40.1 never smoked 0
## 2851 Rural 102.07 31.8 never smoked 0
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## 2854 Rural 73.70 26.2 never smoked 0
## 2855 Urban 77.59 33.0 never smoked 0
## 2858 Rural 215.81 58.1 never smoked 0
## 2859 Rural 65.40 36.9 formerly smoked 0
## 2860 Urban 139.72 43.9 never smoked 0
## 2862 Urban 149.17 23.1 never smoked 0
## 2864 Urban 90.21 41.2 never smoked 0
## 2865 Urban 139.48 28.6 formerly smoked 0
## 2866 Urban 90.77 26.0 never smoked 0
## 2867 Urban 220.24 36.8 never smoked 0
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## 2869 Urban 102.36 24.2 never smoked 0
## 2870 Urban 82.85 22.9 smokes 0
## 2871 Urban 102.11 23.1 never smoked 0
## 2872 Rural 195.61 27.7 never smoked 0
## 2873 Urban 80.92 28.9 smokes 0
## 2874 Rural 71.80 26.5 never smoked 0
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## 2876 Urban 67.68 24.8 formerly smoked 0
## 2878 Rural 83.58 18.2 never smoked 0
## 2879 Rural 104.04 34.7 formerly smoked 0
## 2881 Urban 106.22 29.0 never smoked 0
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## 2884 Rural 96.73 20.4 never smoked 0
## 2886 Urban 267.61 27.9 smokes 0
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## 2891 Rural 83.13 32.0 smokes 0
## 2896 Rural 91.36 38.8 formerly smoked 0
## 2898 Rural 79.27 29.0 smokes 0
## 2899 Urban 113.21 28.6 smokes 0
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## 2903 Urban 73.37 27.7 smokes 0
## 2904 Urban 115.42 16.7 smokes 0
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## 2908 Urban 104.55 23.9 smokes 0
## 2910 Urban 160.87 27.7 formerly smoked 0
## 2911 Urban 82.02 41.8 smokes 0
## 2912 Urban 78.02 36.4 never smoked 0
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## 2915 Rural 143.33 22.4 formerly smoked 0
## 2917 Urban 88.20 22.7 never smoked 0
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## 2921 Rural 63.72 35.8 smokes 0
## 2922 Rural 63.78 29.9 never smoked 0
## 2923 Urban 55.64 43.4 never smoked 0
## 2924 Urban 107.26 38.6 formerly smoked 1
## 2925 Urban 88.88 36.3 never smoked 0
## 2926 Urban 114.61 40.1 formerly smoked 0
## 2927 Rural 56.08 35.9 formerly smoked 0
## 2928 Rural 59.62 32.4 never smoked 0
## 2930 Rural 176.71 33.2 never smoked 0
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## 2936 Rural 161.00 29.0 smokes 0
## 2939 Rural 157.67 22.7 formerly smoked 0
## 2941 Urban 64.02 23.8 smokes 0
## 2943 Rural 71.97 27.2 never smoked 0
## 2945 Rural 65.07 21.5 never smoked 0
## 2946 Rural 207.62 31.8 never smoked 0
## 2947 Urban 108.64 29.5 never smoked 0
## 2949 Urban 116.20 27.6 formerly smoked 0
## 2950 Rural 231.43 23.0 smokes 0
## 2951 Urban 112.62 24.8 never smoked 0
## 2952 Urban 220.26 28.0 formerly smoked 0
## 2954 Rural 82.83 27.8 formerly smoked 0
## 2955 Urban 102.48 30.2 formerly smoked 0
## 2956 Rural 69.12 26.8 never smoked 0
## 2957 Urban 211.12 22.0 never smoked 0
## 2958 Rural 95.38 34.3 formerly smoked 0
## 2959 Rural 108.72 29.2 formerly smoked 0
## 2960 Rural 88.65 30.3 never smoked 0
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## 2967 Rural 80.96 33.7 formerly smoked 0
## 2968 Rural 82.40 30.9 smokes 0
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## 2976 Rural 84.18 27.7 smokes 0
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## 2979 Urban 103.45 25.1 smokes 0
## 2980 Urban 104.86 19.8 never smoked 0
## 2981 Urban 90.30 30.8 smokes 0
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## 2984 Rural 74.14 31.2 formerly smoked 0
## 2985 Urban 87.25 24.9 smokes 0
## 2986 Rural 215.33 27.0 formerly smoked 0
## 2987 Urban 88.38 20.1 smokes 0
## 2988 Rural 104.40 24.4 never smoked 0
## 2989 Urban 104.92 22.6 never smoked 0
## 2990 Urban 106.54 22.4 never smoked 0
## 2991 Rural 62.91 26.2 never smoked 0
## 2992 Rural 61.47 22.9 never smoked 0
## 2993 Rural 88.50 32.6 formerly smoked 0
## 2995 Urban 90.77 43.9 formerly smoked 0
## 2996 Urban 137.91 41.8 never smoked 0
## 2998 Urban 228.20 37.7 never smoked 0
## 2999 Urban 92.15 20.8 never smoked 0
## 3001 Rural 94.96 22.1 formerly smoked 0
## 3003 Rural 66.59 36.7 formerly smoked 0
## 3004 Urban 80.10 32.0 never smoked 0
## 3005 Urban 73.72 25.9 smokes 0
## 3006 Urban 90.49 28.9 formerly smoked 0
## 3007 Urban 92.99 29.3 formerly smoked 0
## 3008 Rural 62.57 32.3 never smoked 0
## 3009 Rural 65.51 33.2 formerly smoked 0
## 3010 Urban 95.29 31.6 smokes 0
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## 3012 Rural 63.16 23.3 formerly smoked 0
## 3014 Urban 87.23 27.7 formerly smoked 0
## 3016 Urban 99.33 33.7 never smoked 1
## 3017 Rural 104.45 27.7 never smoked 0
## 3019 Rural 113.65 49.3 never smoked 0
## 3020 Rural 65.93 30.3 never smoked 0
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## 3022 Rural 223.90 28.2 formerly smoked 0
## 3024 Rural 58.09 39.2 smokes 1
## 3025 Urban 93.18 42.6 formerly smoked 0
## 3026 Rural 169.74 31.9 never smoked 0
## 3029 Urban 82.25 30.5 formerly smoked 0
## 3030 Urban 85.81 21.7 formerly smoked 0
## 3031 Rural 85.27 24.6 never smoked 0
## 3032 Urban 86.06 38.1 never smoked 0
## 3033 Urban 104.36 19.2 smokes 0
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## 3036 Rural 207.96 34.5 formerly smoked 0
## 3037 Rural 105.52 30.8 never smoked 0
## 3038 Rural 109.27 43.8 formerly smoked 0
## 3039 Urban 91.34 29.9 never smoked 0
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## 3041 Rural 67.73 22.6 never smoked 0
## 3043 Rural 70.29 33.4 formerly smoked 0
## 3045 Urban 205.01 52.7 formerly smoked 0
## 3047 Rural 64.44 26.9 formerly smoked 0
## 3048 Rural 111.65 35.2 formerly smoked 0
## 3049 Rural 90.65 22.1 formerly smoked 0
## 3050 Urban 94.20 34.4 smokes 0
## 3052 Rural 92.37 26.9 never smoked 0
## 3055 Rural 86.36 32.1 smokes 0
## 3056 Urban 82.72 29.8 smokes 0
## 3057 Urban 113.57 27.5 formerly smoked 0
## 3059 Rural 91.85 27.6 formerly smoked 0
## 3060 Urban 88.89 33.0 never smoked 0
## 3061 Urban 79.55 33.7 never smoked 0
## 3064 Rural 88.49 22.2 smokes 0
## 3065 Rural 91.85 21.4 formerly smoked 0
## 3066 Rural 72.01 26.0 formerly smoked 0
## 3067 Rural 81.96 29.9 never smoked 0
## 3068 Urban 70.56 28.6 smokes 0
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## 3071 Urban 127.20 22.7 never smoked 0
## 3072 Rural 69.76 25.3 smokes 0
## 3073 Rural 74.63 31.6 formerly smoked 0
## 3074 Rural 102.27 38.9 formerly smoked 0
## 3075 Rural 73.56 27.1 smokes 0
## 3076 Urban 57.77 24.1 formerly smoked 0
## 3077 Urban 151.25 31.5 never smoked 0
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## 3080 Urban 84.70 34.0 never smoked 0
## 3085 Urban 72.60 31.6 never smoked 0
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## 3087 Urban 84.43 30.0 smokes 0
## 3088 Rural 84.13 26.3 never smoked 0
## 3089 Rural 81.54 31.8 formerly smoked 0
## 3090 Rural 57.17 25.5 formerly smoked 0
## 3091 Rural 86.15 21.3 never smoked 0
## 3092 Rural 163.02 29.6 never smoked 0
## 3093 Urban 110.41 28.7 never smoked 0
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## 3096 Rural 140.96 34.0 smokes 0
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## 3100 Urban 75.32 27.7 formerly smoked 1
## 3101 Rural 127.57 22.6 never smoked 0
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## 3103 Urban 124.49 29.0 never smoked 0
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## 3110 Urban 214.43 39.9 smokes 0
## 3112 Urban 66.46 31.5 formerly smoked 0
## 3113 Urban 56.42 29.6 never smoked 0
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## 3121 Rural 164.77 34.5 never smoked 0
## 3122 Rural 220.64 30.0 never smoked 0
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## 3129 Rural 112.54 23.4 formerly smoked 0
## 3130 Rural 75.25 39.7 formerly smoked 0
## 3131 Urban 204.77 40.8 never smoked 0
## 3132 Rural 127.29 27.7 never smoked 1
## 3133 Urban 63.86 29.5 smokes 0
## 3135 Urban 80.08 25.6 never smoked 0
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## 3139 Rural 90.60 16.9 never smoked 0
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## 3150 Rural 124.38 23.4 formerly smoked 0
## 3151 Urban 124.13 31.4 never smoked 1
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## 3153 Urban 148.72 28.7 never smoked 0
## 3155 Urban 82.09 35.7 smokes 0
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## 3158 Rural 135.74 31.3 formerly smoked 0
## 3160 Urban 115.69 29.2 never smoked 0
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## 3162 Rural 88.65 18.1 formerly smoked 0
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## 3166 Urban 228.92 27.9 formerly smoked 0
## 3169 Rural 81.25 43.4 smokes 0
## 3170 Urban 92.71 30.5 formerly smoked 0
## 3172 Urban 89.06 27.7 never smoked 0
## 3175 Urban 79.39 31.5 formerly smoked 0
## 3177 Rural 81.73 27.4 never smoked 0
## 3178 Urban 105.52 37.9 formerly smoked 0
## 3181 Urban 227.68 27.7 never smoked 0
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## 3183 Urban 89.74 28.4 never smoked 0
## 3184 Rural 219.17 29.8 never smoked 0
## 3185 Urban 74.85 24.8 formerly smoked 0
## 3186 Urban 55.96 34.8 never smoked 0
## 3187 Urban 215.92 27.4 smokes 0
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## 3189 Urban 104.05 33.5 never smoked 0
## 3190 Urban 62.54 35.0 smokes 0
## 3192 Urban 76.81 28.3 smokes 0
## 3193 Rural 198.12 29.1 never smoked 0
## 3194 Rural 78.00 31.3 formerly smoked 0
## 3195 Urban 79.44 32.8 never smoked 0
## 3196 Rural 75.82 29.1 never smoked 0
## 3197 Urban 240.86 31.9 never smoked 0
## 3199 Rural 263.56 26.3 never smoked 0
## 3200 Urban 81.13 22.8 never smoked 0
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## 3202 Rural 97.37 34.1 smokes 0
## 3204 Rural 78.88 26.1 never smoked 0
## 3205 Rural 83.61 21.4 smokes 0
## 3206 Urban 73.19 33.5 never smoked 0
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## 3211 Rural 91.05 31.1 formerly smoked 0
## 3212 Rural 200.14 37.7 smokes 0
## 3213 Urban 73.04 25.3 never smoked 0
## 3214 Rural 85.81 35.6 never smoked 0
## 3215 Urban 65.41 24.8 smokes 0
## 3216 Rural 108.68 32.7 never smoked 0
## 3217 Rural 88.79 24.9 never smoked 0
## 3218 Rural 107.82 26.0 never smoked 0
## 3219 Urban 97.39 22.8 never smoked 0
## 3222 Urban 77.91 30.3 formerly smoked 0
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## 3225 Rural 118.22 21.9 formerly smoked 0
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## 3230 Rural 81.11 28.8 formerly smoked 0
## 3231 Rural 235.45 27.7 formerly smoked 0
## 3232 Rural 79.20 22.4 never smoked 0
## 3234 Rural 99.84 36.6 never smoked 0
## 3235 Rural 98.05 27.9 never smoked 0
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## 3242 Rural 67.06 26.7 smokes 0
## 3243 Rural 82.68 29.2 never smoked 0
## 3244 Rural 125.89 21.3 never smoked 0
## 3246 Urban 197.54 27.7 never smoked 1
## 3248 Urban 90.06 28.9 smokes 0
## 3249 Urban 119.90 30.9 smokes 0
## 3250 Urban 94.53 36.1 never smoked 0
## 3251 Urban 64.66 25.0 formerly smoked 0
## 3252 Urban 103.79 28.6 never smoked 0
## 3253 Urban 88.51 20.5 never smoked 0
## 3255 Urban 92.59 36.6 never smoked 0
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## 3257 Rural 92.26 33.1 formerly smoked 0
## 3258 Rural 80.00 27.5 never smoked 0
## 3259 Rural 196.71 36.5 formerly smoked 1
## 3260 Urban 56.75 26.9 never smoked 0
## 3261 Urban 104.66 23.9 never smoked 0
## 3263 Urban 223.14 27.8 never smoked 0
## 3264 Urban 105.51 32.7 never smoked 0
## 3265 Urban 83.42 28.7 never smoked 0
## 3267 Urban 101.24 26.5 never smoked 0
## 3268 Urban 91.19 28.3 never smoked 0
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## 3275 Rural 76.42 24.8 smokes 0
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## 3279 Urban 77.82 26.7 formerly smoked 0
## 3281 Urban 91.02 25.8 never smoked 0
## 3282 Rural 65.46 32.5 formerly smoked 0
## 3283 Rural 131.19 28.3 smokes 0
## 3284 Rural 79.89 24.5 smokes 0
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## 3287 Urban 91.57 30.1 formerly smoked 0
## 3288 Urban 238.78 35.7 formerly smoked 0
## 3289 Rural 87.18 20.0 formerly smoked 0
## 3292 Rural 110.28 22.3 never smoked 0
## 3293 Rural 59.32 33.2 never smoked 1
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## 3296 Urban 83.64 29.4 smokes 0
## 3298 Rural 233.59 43.9 never smoked 0
## 3299 Urban 84.88 28.7 formerly smoked 0
## 3302 Rural 70.11 24.2 never smoked 0
## 3303 Urban 112.77 22.7 smokes 0
## 3304 Urban 75.46 29.3 formerly smoked 0
## 3305 Urban 63.63 20.0 smokes 0
## 3306 Urban 100.22 22.7 smokes 0
## 3307 Rural 81.77 25.4 never smoked 0
## 3308 Rural 94.25 37.6 never smoked 0
## 3309 Rural 188.13 44.7 formerly smoked 0
## 3312 Rural 79.81 27.7 formerly smoked 0
## 3313 Rural 100.12 32.3 formerly smoked 0
## 3314 Urban 151.23 24.9 never smoked 0
## 3315 Rural 112.41 33.7 never smoked 0
## 3316 Urban 205.97 26.6 formerly smoked 0
## 3317 Urban 112.19 53.4 never smoked 0
## 3318 Rural 71.93 41.7 never smoked 0
## 3319 Urban 190.89 22.0 never smoked 0
## 3320 Urban 138.02 20.3 smokes 0
## 3322 Rural 105.73 28.2 smokes 0
## 3324 Urban 102.10 22.5 formerly smoked 0
## 3325 Urban 97.37 26.5 smokes 0
## 3328 Rural 130.00 25.9 formerly smoked 0
## 3330 Rural 111.04 30.0 never smoked 0
## 3331 Urban 214.77 15.0 formerly smoked 0
## 3332 Rural 97.25 21.5 never smoked 0
## 3333 Urban 79.95 25.9 never smoked 0
## 3334 Urban 162.24 24.3 smokes 0
## 3337 Urban 98.35 26.6 never smoked 0
## 3338 Urban 75.73 30.7 never smoked 0
## 3340 Urban 80.34 29.2 never smoked 0
## 3342 Rural 94.96 21.5 never smoked 0
## 3343 Urban 108.18 19.1 never smoked 0
## 3345 Rural 189.88 34.0 never smoked 0
## 3346 Urban 197.11 23.9 never smoked 0
## 3347 Rural 100.08 20.9 smokes 0
## 3349 Urban 237.75 27.7 formerly smoked 1
## 3350 Rural 84.07 27.6 smokes 0
## 3351 Rural 99.65 50.3 never smoked 0
## 3352 Urban 82.33 24.5 never smoked 0
## 3354 Rural 108.71 24.0 never smoked 0
## 3355 Urban 64.94 18.8 never smoked 0
## 3357 Urban 83.50 25.8 never smoked 0
## 3358 Rural 192.47 30.3 never smoked 0
## 3359 Urban 125.89 28.9 smokes 0
## 3360 Urban 87.72 21.3 never smoked 0
## 3361 Rural 68.94 26.8 never smoked 0
## 3363 Urban 85.82 25.0 formerly smoked 0
## 3364 Rural 87.47 21.5 never smoked 0
## 3366 Rural 85.12 32.5 never smoked 0
## 3367 Urban 103.37 26.9 formerly smoked 0
## 3368 Rural 81.68 30.4 never smoked 0
## 3369 Urban 76.51 29.8 never smoked 0
## 3371 Rural 65.12 41.1 smokes 0
## 3375 Urban 65.77 31.2 never smoked 0
## 3376 Rural 55.72 38.2 never smoked 0
## 3377 Urban 75.67 44.7 never smoked 0
## 3378 Rural 88.18 33.5 smokes 0
## 3379 Rural 95.94 27.0 never smoked 0
## 3380 Urban 86.93 31.1 never smoked 0
## 3381 Urban 85.17 29.2 never smoked 0
## 3382 Urban 111.10 26.6 never smoked 0
## 3384 Urban 97.47 24.2 formerly smoked 0
## 3386 Rural 83.97 28.5 formerly smoked 0
## 3387 Urban 98.55 21.3 never smoked 0
## 3388 Rural 202.98 41.3 never smoked 0
## 3389 Urban 60.70 31.3 never smoked 0
## 3390 Urban 92.22 40.8 never smoked 0
## 3393 Urban 69.92 18.7 formerly smoked 0
## 3395 Rural 95.32 26.8 never smoked 0
## 3396 Rural 107.78 25.1 never smoked 0
## 3397 Urban 198.32 31.3 formerly smoked 0
## 3398 Urban 100.16 59.7 never smoked 0
## 3399 Urban 96.02 29.8 never smoked 0
## 3400 Rural 112.69 33.5 formerly smoked 0
## 3401 Urban 60.61 24.5 never smoked 0
## 3402 Urban 79.77 33.6 never smoked 0
## 3403 Urban 87.41 39.7 formerly smoked 0
## 3404 Rural 226.38 47.4 never smoked 0
## 3405 Rural 124.64 26.4 smokes 0
## 3406 Urban 69.42 33.0 never smoked 0
## 3407 Urban 77.68 31.4 never smoked 0
## 3408 Rural 112.79 27.2 never smoked 0
## 3409 Rural 236.79 35.7 formerly smoked 0
## 3410 Rural 219.82 29.5 formerly smoked 0
## 3412 Rural 104.08 26.6 never smoked 0
## 3413 Urban 101.57 24.3 smokes 0
## 3414 Rural 71.32 43.9 smokes 0
## 3415 Urban 194.99 32.8 never smoked 1
## 3418 Rural 78.45 27.0 formerly smoked 0
## 3419 Rural 61.11 32.7 never smoked 0
## 3423 Rural 83.26 32.9 never smoked 0
## 3424 Urban 78.70 27.6 formerly smoked 0
## 3425 Urban 111.94 26.5 smokes 0
## 3426 Rural 104.77 19.2 smokes 0
## 3428 Rural 113.84 21.9 never smoked 0
## 3431 Rural 133.62 25.2 never smoked 0
## 3432 Rural 111.96 28.2 never smoked 0
## 3436 Rural 206.62 28.0 formerly smoked 0
## 3438 Rural 216.88 31.4 smokes 0
## 3439 Urban 110.38 26.3 never smoked 0
## 3440 Urban 99.23 27.7 smokes 0
## 3441 Rural 204.92 39.6 never smoked 0
## 3442 Urban 56.74 28.9 never smoked 0
## 3445 Urban 59.74 27.0 formerly smoked 0
## 3446 Rural 81.59 27.2 never smoked 0
## 3447 Rural 123.83 23.8 never smoked 0
## 3448 Urban 226.84 25.3 formerly smoked 0
## 3450 Rural 85.84 31.8 never smoked 0
## 3452 Urban 80.17 28.0 never smoked 0
## 3453 Urban 85.03 23.9 formerly smoked 0
## 3454 Urban 234.35 25.3 formerly smoked 0
## 3455 Urban 116.25 16.4 formerly smoked 0
## 3456 Urban 66.55 26.9 smokes 0
## 3457 Urban 88.38 25.4 never smoked 0
## 3459 Urban 68.40 37.5 never smoked 0
## 3460 Urban 96.95 41.4 never smoked 0
## 3461 Rural 66.24 37.5 never smoked 0
## 3463 Urban 84.86 37.6 never smoked 0
## 3464 Rural 118.88 30.5 never smoked 0
## 3467 Rural 75.34 38.0 never smoked 0
## 3469 Urban 200.73 25.7 formerly smoked 0
## 3470 Urban 114.09 30.1 never smoked 0
## 3471 Urban 67.30 36.3 never smoked 0
## 3474 Rural 72.54 28.4 never smoked 0
## 3476 Urban 89.16 24.0 never smoked 0
## 3477 Rural 108.64 43.3 never smoked 0
## 3478 Rural 83.66 36.4 never smoked 0
## 3479 Rural 81.21 37.9 never smoked 0
## 3480 Urban 86.96 32.6 never smoked 0
## 3481 Rural 92.95 23.9 never smoked 0
## 3483 Rural 85.52 36.4 never smoked 0
## 3484 Rural 159.39 29.2 never smoked 0
## 3485 Urban 202.51 30.8 formerly smoked 0
## 3486 Rural 82.24 23.8 formerly smoked 0
## 3488 Rural 91.85 31.8 formerly smoked 0
## 3490 Rural 105.49 31.5 smokes 0
## 3491 Urban 101.53 24.1 formerly smoked 0
## 3493 Urban 126.04 35.9 never smoked 0
## 3498 Urban 79.70 25.0 never smoked 0
## 3499 Rural 209.15 52.9 formerly smoked 0
## 3500 Rural 70.22 24.8 formerly smoked 0
## 3501 Rural 83.57 24.5 never smoked 0
## 3502 Urban 60.60 40.4 smokes 0
## 3504 Rural 162.72 31.9 smokes 0
## 3505 Urban 73.27 25.4 smokes 0
## 3507 Urban 90.00 38.6 never smoked 0
## 3508 Rural 78.28 31.0 formerly smoked 0
## 3509 Rural 87.81 26.4 smokes 0
## 3510 Urban 202.66 27.7 never smoked 0
## 3511 Rural 196.50 37.7 never smoked 0
## 3512 Urban 180.93 27.7 never smoked 1
## 3513 Urban 142.31 35.2 smokes 0
## 3514 Rural 94.96 54.7 smokes 0
## 3515 Rural 83.78 21.6 never smoked 0
## 3518 Urban 66.96 26.1 never smoked 0
## 3519 Rural 76.70 39.7 formerly smoked 0
## 3520 Rural 103.12 29.9 formerly smoked 0
## 3521 Urban 84.03 31.4 never smoked 0
## 3522 Rural 74.15 34.5 formerly smoked 0
## 3523 Rural 73.29 29.4 never smoked 0
## 3528 Urban 59.31 31.4 smokes 0
## 3529 Urban 63.22 18.5 formerly smoked 0
## 3530 Urban 209.50 41.8 never smoked 0
## 3532 Rural 90.07 28.6 never smoked 0
## 3535 Rural 99.12 29.0 formerly smoked 0
## 3537 Rural 78.23 34.8 never smoked 0
## 3540 Rural 116.49 30.3 never smoked 0
## 3542 Urban 76.10 32.1 smokes 0
## 3544 Rural 116.21 32.8 smokes 0
## 3547 Rural 103.73 34.7 never smoked 0
## 3550 Rural 94.11 28.6 formerly smoked 0
## 3551 Rural 117.03 21.1 never smoked 0
## 3552 Urban 91.35 23.8 never smoked 0
## 3554 Rural 99.76 33.4 formerly smoked 0
## 3555 Urban 111.10 23.3 smokes 0
## 3556 Rural 122.25 21.0 never smoked 0
## 3557 Urban 84.19 21.2 never smoked 0
## 3559 Urban 126.35 26.9 never smoked 0
## 3560 Urban 87.50 20.2 formerly smoked 0
## 3561 Rural 77.52 21.9 never smoked 0
## 3563 Urban 96.10 29.6 never smoked 0
## 3564 Urban 108.61 38.1 smokes 0
## 3565 Rural 205.23 22.0 never smoked 0
## 3567 Urban 138.55 24.0 never smoked 0
## 3568 Urban 234.27 26.9 never smoked 0
## 3569 Urban 75.16 38.0 never smoked 0
## 3571 Urban 101.19 23.4 never smoked 0
## 3572 Urban 107.74 38.5 never smoked 0
## 3575 Rural 131.28 25.1 never smoked 0
## 3576 Urban 67.02 41.1 smokes 0
## 3578 Urban 185.17 40.4 formerly smoked 1
## 3579 Urban 125.98 21.0 smokes 0
## 3580 Urban 72.09 24.1 smokes 0
## 3582 Urban 55.47 19.8 smokes 0
## 3584 Rural 239.21 33.7 formerly smoked 0
## 3585 Rural 196.08 31.0 formerly smoked 0
## 3586 Rural 93.93 21.5 never smoked 0
## 3590 Rural 68.66 35.1 never smoked 0
## 3591 Urban 65.79 28.6 smokes 0
## 3592 Urban 176.38 35.7 never smoked 0
## 3594 Urban 193.45 34.5 never smoked 0
## 3595 Rural 85.84 21.2 never smoked 0
## 3596 Rural 93.85 22.7 formerly smoked 0
## 3597 Rural 86.21 39.1 never smoked 0
## 3600 Urban 95.87 23.0 never smoked 0
## 3601 Urban 180.45 22.5 never smoked 0
## 3603 Rural 60.77 28.7 smokes 0
## 3604 Urban 102.84 22.4 never smoked 0
## 3606 Urban 65.44 23.6 never smoked 0
## 3607 Rural 79.84 25.9 never smoked 0
## 3608 Rural 62.61 30.7 never smoked 0
## 3609 Urban 70.07 24.5 formerly smoked 0
## 3612 Rural 92.35 38.0 never smoked 0
## 3614 Urban 69.50 24.5 never smoked 0
## 3615 Rural 219.38 27.7 never smoked 0
## 3616 Rural 69.48 41.3 never smoked 0
## 3617 Urban 89.18 34.8 smokes 0
## 3618 Urban 68.09 35.5 smokes 0
## 3621 Rural 72.08 27.7 formerly smoked 0
## 3624 Rural 84.66 22.4 never smoked 0
## 3627 Rural 59.14 40.1 never smoked 0
## 3628 Urban 85.64 32.0 formerly smoked 0
## 3630 Rural 99.00 25.0 never smoked 0
## 3631 Urban 93.60 28.5 smokes 0
## 3633 Urban 114.09 25.7 never smoked 0
## 3634 Urban 57.42 28.0 smokes 0
## 3635 Urban 100.01 37.2 never smoked 0
## 3636 Urban 62.00 24.8 formerly smoked 0
## 3637 Rural 103.61 39.2 never smoked 0
## 3638 Rural 118.46 61.6 smokes 0
## 3639 Rural 94.77 27.2 never smoked 0
## 3640 Urban 72.12 38.0 never smoked 0
## 3641 Rural 155.23 36.2 never smoked 0
## 3643 Urban 81.92 38.0 never smoked 0
## 3644 Rural 67.10 31.4 never smoked 0
## 3645 Rural 58.01 35.3 never smoked 0
## 3646 Rural 173.90 35.8 never smoked 0
## 3647 Rural 106.27 28.6 never smoked 0
## 3650 Rural 96.28 31.1 never smoked 0
## 3651 Urban 122.73 37.5 formerly smoked 0
## 3653 Urban 69.74 24.2 formerly smoked 0
## 3655 Urban 94.63 33.0 never smoked 0
## 3658 Urban 99.94 33.4 never smoked 0
## 3660 Rural 145.46 40.1 never smoked 0
## 3661 Urban 74.86 26.9 never smoked 0
## 3663 Urban 70.07 27.6 smokes 0
## 3665 Rural 104.21 35.7 never smoked 0
## 3666 Rural 157.77 28.4 never smoked 0
## 3667 Urban 101.81 29.4 smokes 0
## 3669 Urban 101.85 25.1 smokes 0
## 3670 Urban 85.92 35.6 smokes 0
## 3671 Rural 56.85 21.1 never smoked 0
## 3673 Rural 63.01 31.5 never smoked 0
## 3675 Rural 68.60 44.8 smokes 0
## 3676 Urban 81.68 31.3 formerly smoked 0
## 3678 Urban 72.53 25.3 smokes 0
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## 3680 Rural 116.85 49.9 smokes 0
## 3682 Urban 96.21 23.5 never smoked 0
## 3684 Rural 78.26 41.7 formerly smoked 0
## 3685 Urban 58.24 27.7 formerly smoked 0
## 3686 Urban 82.53 20.7 smokes 0
## 3687 Urban 71.25 30.3 smokes 0
## 3688 Rural 129.73 27.8 never smoked 0
## 3692 Rural 74.90 22.2 never smoked 1
## 3693 Rural 97.60 44.8 smokes 0
## 3695 Urban 105.88 39.9 smokes 0
## 3696 Rural 217.94 24.1 formerly smoked 0
## 3698 Urban 93.28 36.3 never smoked 0
## 3699 Rural 111.27 19.1 smokes 0
## 3700 Urban 91.04 21.1 never smoked 0
## 3701 Urban 87.20 28.9 smokes 0
## 3703 Urban 216.64 43.3 formerly smoked 0
## 3704 Rural 74.28 37.2 formerly smoked 0
## 3707 Rural 65.25 25.4 smokes 0
## 3709 Rural 124.37 21.4 never smoked 0
## 3710 Urban 102.39 22.9 smokes 0
## 3713 Rural 61.94 25.3 smokes 1
## 3714 Urban 71.08 21.5 never smoked 0
## 3715 Urban 81.54 24.2 never smoked 0
## 3716 Urban 159.67 37.3 never smoked 0
## 3717 Urban 93.96 33.3 smokes 0
## 3718 Urban 103.01 33.1 never smoked 0
## 3719 Rural 92.49 22.2 never smoked 0
## 3720 Urban 208.85 24.4 formerly smoked 0
## 3725 Urban 65.70 30.4 formerly smoked 0
## 3727 Rural 107.58 25.3 never smoked 0
## 3728 Rural 208.05 27.7 smokes 0
## 3729 Rural 95.87 29.8 never smoked 0
## 3730 Urban 68.17 43.8 formerly smoked 0
## 3731 Urban 95.37 34.5 smokes 0
## 3732 Urban 90.00 25.5 never smoked 0
## 3733 Rural 106.10 31.5 smokes 0
## 3735 Rural 104.03 47.3 smokes 0
## 3737 Urban 84.35 38.2 never smoked 0
## 3738 Rural 67.99 31.1 never smoked 0
## 3739 Rural 118.93 22.4 never smoked 0
## 3740 Rural 185.28 32.0 smokes 0
## 3744 Rural 69.54 27.4 never smoked 0
## 3745 Rural 62.12 29.6 never smoked 0
## 3746 Rural 198.30 54.3 formerly smoked 0
## 3747 Rural 100.06 28.6 never smoked 0
## 3748 Urban 101.13 43.9 formerly smoked 0
## 3749 Rural 91.09 22.2 never smoked 0
## 3751 Urban 62.02 23.7 smokes 0
## 3754 Urban 97.34 28.9 never smoked 0
## 3758 Rural 206.66 21.9 smokes 0
## 3760 Urban 83.88 27.7 smokes 0
## 3762 Urban 116.78 39.8 formerly smoked 0
## 3763 Rural 117.63 26.2 never smoked 0
## 3766 Rural 92.43 27.7 never smoked 0
## 3767 Urban 71.63 22.0 formerly smoked 0
## 3768 Urban 87.79 40.0 formerly smoked 0
## 3769 Rural 99.64 20.1 formerly smoked 0
## 3770 Rural 86.53 42.2 never smoked 0
## 3772 Urban 98.37 27.2 never smoked 0
## 3773 Rural 117.98 30.9 smokes 0
## 3774 Urban 218.60 47.9 formerly smoked 0
## 3775 Urban 101.30 33.1 smokes 0
## 3776 Urban 79.51 37.8 never smoked 0
## 3777 Urban 223.26 25.4 never smoked 0
## 3778 Rural 97.22 28.4 never smoked 0
## 3779 Rural 172.27 16.6 never smoked 0
## 3780 Urban 221.83 35.1 smokes 0
## 3784 Urban 83.60 27.5 formerly smoked 0
## 3786 Rural 77.50 36.9 smokes 0
## 3788 Rural 61.10 26.5 never smoked 0
## 3789 Rural 100.71 37.0 never smoked 0
## 3792 Rural 102.39 40.4 formerly smoked 0
## 3793 Urban 59.67 27.7 never smoked 0
## 3794 Rural 83.16 28.3 never smoked 0
## 3795 Rural 218.10 55.0 smokes 0
## 3798 Urban 95.70 24.8 formerly smoked 0
## 3799 Rural 70.23 35.5 never smoked 0
## 3803 Rural 84.79 32.8 formerly smoked 0
## 3805 Rural 134.12 28.8 formerly smoked 0
## 3806 Urban 82.62 28.4 never smoked 0
## 3807 Rural 125.11 24.9 formerly smoked 0
## 3808 Urban 92.14 29.6 formerly smoked 0
## 3809 Urban 217.79 26.1 formerly smoked 0
## 3810 Rural 95.62 29.5 smokes 0
## 3811 Rural 93.80 23.9 never smoked 0
## 3812 Rural 90.61 25.8 smokes 0
## 3813 Urban 139.20 36.2 never smoked 0
## 3814 Rural 77.01 31.3 formerly smoked 0
## 3815 Urban 105.26 26.1 never smoked 0
## 3817 Rural 99.07 17.6 never smoked 0
## 3820 Rural 98.92 25.5 never smoked 0
## 3823 Rural 233.47 35.5 never smoked 0
## 3824 Urban 85.53 26.9 smokes 0
## 3825 Urban 76.70 24.2 never smoked 0
## 3826 Rural 67.87 30.0 never smoked 0
## 3827 Urban 77.26 30.9 never smoked 0
## 3828 Rural 91.28 26.5 never smoked 0
## 3829 Urban 129.19 30.6 never smoked 0
## 3830 Urban 97.86 19.1 formerly smoked 0
## 3831 Rural 112.33 23.2 formerly smoked 0
## 3832 Rural 110.41 30.5 smokes 0
## 3833 Rural 93.72 30.2 formerly smoked 1
## 3836 Urban 58.86 16.9 never smoked 0
## 3839 Urban 181.23 36.7 never smoked 0
## 3840 Urban 103.58 30.8 formerly smoked 0
## 3841 Rural 81.96 34.6 never smoked 0
## 3843 Urban 76.12 38.2 formerly smoked 0
## 3844 Rural 64.27 27.3 never smoked 0
## 3845 Rural 200.98 30.4 smokes 0
## 3846 Urban 101.96 34.5 never smoked 0
## 3848 Rural 85.79 32.0 never smoked 0
## 3850 Rural 95.49 40.2 smokes 0
## 3851 Rural 87.62 30.1 smokes 0
## 3852 Rural 118.55 46.2 smokes 0
## 3853 Urban 82.14 35.6 smokes 0
## 3854 Urban 219.67 29.4 smokes 0
## 3855 Urban 135.84 27.3 never smoked 0
## 3861 Urban 90.38 38.0 smokes 0
## 3862 Urban 156.69 35.2 never smoked 0
## 3863 Urban 207.60 27.7 never smoked 0
## 3864 Urban 158.90 32.4 formerly smoked 0
## 3865 Urban 247.97 36.1 formerly smoked 0
## 3866 Rural 114.71 30.6 never smoked 0
## 3867 Rural 58.55 29.0 never smoked 0
## 3868 Urban 231.15 22.3 never smoked 0
## 3869 Urban 68.18 27.3 formerly smoked 0
## 3871 Rural 186.54 39.0 formerly smoked 0
## 3872 Rural 96.14 26.7 never smoked 0
## 3874 Rural 101.93 22.8 smokes 0
## 3876 Urban 83.10 21.9 smokes 0
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## 3879 Urban 91.65 25.7 formerly smoked 0
## 3881 Rural 118.85 23.8 smokes 0
## 3884 Urban 98.05 24.7 never smoked 0
## 3885 Urban 102.10 27.1 never smoked 0
## 3886 Urban 108.62 27.7 smokes 0
## 3887 Urban 96.19 38.3 smokes 0
## 3888 Urban 98.07 50.9 formerly smoked 0
## 3889 Rural 71.40 29.2 formerly smoked 0
## 3890 Rural 82.27 23.6 formerly smoked 0
## 3891 Rural 158.33 33.5 never smoked 0
## 3894 Urban 95.94 31.1 never smoked 0
## 3895 Rural 87.15 26.4 formerly smoked 0
## 3896 Urban 82.59 18.6 formerly smoked 0
## 3897 Rural 89.31 37.3 formerly smoked 0
## 3898 Rural 64.84 26.6 never smoked 0
## 3902 Urban 87.00 30.9 never smoked 0
## 3903 Rural 145.25 31.5 never smoked 0
## 3907 Urban 59.43 25.4 never smoked 0
## 3909 Urban 154.03 31.6 smokes 0
## 3910 Rural 139.81 39.6 never smoked 0
## 3911 Urban 111.81 19.8 formerly smoked 0
## 3912 Urban 106.84 29.6 never smoked 0
## 3913 Rural 221.06 25.5 formerly smoked 0
## 3914 Urban 69.97 25.8 formerly smoked 0
## 3915 Rural 77.07 32.1 formerly smoked 0
## 3917 Rural 109.39 26.3 never smoked 0
## 3919 Urban 163.17 25.6 never smoked 0
## 3921 Urban 212.62 35.8 never smoked 0
## 3922 Urban 128.63 24.9 smokes 0
## 3923 Urban 84.10 29.3 never smoked 0
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## 3929 Urban 72.16 23.2 never smoked 0
## 3931 Urban 64.68 23.3 smokes 0
## 3932 Rural 70.51 26.9 formerly smoked 0
## 3933 Rural 81.77 21.8 never smoked 0
## 3934 Urban 66.47 26.9 never smoked 0
## 3935 Rural 146.08 29.9 never smoked 0
## 3936 Urban 91.68 22.4 never smoked 0
## 3937 Rural 108.96 27.5 never smoked 0
## 3938 Urban 113.41 35.0 never smoked 0
## 3939 Urban 111.08 27.9 never smoked 0
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## 3942 Urban 89.06 34.8 formerly smoked 0
## 3944 Rural 80.20 30.9 never smoked 0
## 3946 Rural 208.99 31.4 formerly smoked 0
## 3947 Urban 99.72 22.3 smokes 0
## 3951 Urban 86.06 36.2 never smoked 0
## 3952 Urban 123.08 25.4 smokes 0
## 3953 Urban 75.00 25.7 smokes 0
## 3954 Rural 105.90 28.6 smokes 0
## 3955 Urban 73.87 33.7 never smoked 0
## 3956 Rural 78.04 37.9 never smoked 0
## 3958 Rural 60.64 20.0 never smoked 0
## 3959 Rural 82.57 29.1 never smoked 0
## 3961 Rural 110.38 27.6 formerly smoked 0
## 3963 Urban 82.64 31.0 never smoked 0
## 3964 Urban 70.28 34.5 never smoked 0
## 3965 Urban 106.54 27.0 never smoked 0
## 3966 Urban 59.11 20.7 formerly smoked 0
## 3967 Rural 58.89 26.1 formerly smoked 0
## 3969 Rural 73.57 28.0 smokes 0
## 3970 Urban 72.04 23.6 formerly smoked 0
## 3972 Rural 77.94 33.0 never smoked 0
## 3973 Urban 68.99 22.2 never smoked 0
## 3975 Rural 65.36 24.7 never smoked 0
## 3976 Urban 80.27 27.9 never smoked 0
## 3977 Urban 81.73 21.6 never smoked 0
## 3978 Rural 79.22 34.8 smokes 0
## 3979 Urban 142.63 32.9 smokes 0
## 3981 Urban 222.52 27.7 formerly smoked 0
## 3982 Rural 70.38 25.0 smokes 0
## 3983 Rural 114.46 24.7 formerly smoked 0
## 3984 Urban 64.62 27.3 never smoked 0
## 3986 Rural 70.19 39.1 smokes 0
## 3988 Urban 115.52 33.9 formerly smoked 0
## 3991 Urban 103.29 20.6 never smoked 0
## 3993 Rural 232.64 45.2 never smoked 0
## 3994 Urban 82.46 25.3 smokes 0
## 3995 Urban 63.57 32.4 never smoked 0
## 3996 Urban 73.24 34.9 never smoked 0
## 3997 Urban 78.43 43.7 smokes 0
## 3998 Urban 57.46 23.0 smokes 0
## 3999 Rural 104.16 21.5 never smoked 0
## 4000 Rural 110.42 24.9 never smoked 0
## 4001 Rural 119.40 22.9 never smoked 0
## 4002 Urban 119.13 25.0 never smoked 0
## 4003 Rural 120.22 21.3 never smoked 0
## 4004 Urban 80.80 46.1 never smoked 0
## 4005 Rural 57.96 64.4 never smoked 0
## 4006 Urban 81.24 37.0 never smoked 0
## 4007 Urban 88.79 21.3 never smoked 0
## 4008 Rural 70.91 28.3 never smoked 0
## 4009 Rural 87.12 31.1 smokes 0
## 4010 Urban 113.01 24.0 never smoked 1
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## 4015 Rural 95.23 35.2 smokes 0
## 4016 Urban 71.18 23.9 formerly smoked 0
## 4017 Rural 87.71 34.0 formerly smoked 0
## 4019 Rural 207.37 29.5 formerly smoked 0
## 4022 Rural 69.72 39.5 smokes 0
## 4024 Rural 111.08 23.2 never smoked 0
## 4026 Urban 68.68 28.8 never smoked 0
## 4027 Rural 56.90 92.0 never smoked 0
## 4028 Urban 91.16 38.0 never smoked 0
## 4030 Urban 78.85 43.2 never smoked 0
## 4031 Rural 123.89 24.1 smokes 0
## 4032 Rural 90.44 28.7 never smoked 0
## 4034 Urban 75.06 23.5 never smoked 0
## 4035 Rural 85.66 28.5 never smoked 0
## 4037 Urban 71.79 43.0 formerly smoked 0
## 4038 Urban 167.16 18.3 never smoked 0
## 4039 Rural 131.05 27.2 never smoked 0
## 4042 Urban 103.72 35.4 formerly smoked 0
## 4044 Rural 94.75 27.9 smokes 0
## 4046 Rural 76.09 26.0 smokes 0
## 4047 Urban 61.80 26.8 formerly smoked 0
## 4048 Urban 92.97 27.7 formerly smoked 0
## 4049 Urban 83.73 32.5 never smoked 0
## 4050 Urban 221.58 47.5 never smoked 1
## 4053 Rural 103.65 17.0 formerly smoked 0
## 4054 Rural 86.19 26.2 never smoked 0
## 4055 Urban 131.42 24.9 smokes 0
## 4056 Urban 69.46 26.6 never smoked 0
## 4057 Rural 76.78 22.7 smokes 0
## 4058 Urban 103.78 32.7 formerly smoked 0
## 4059 Urban 213.43 36.7 smokes 0
## 4061 Urban 115.07 36.9 never smoked 0
## 4065 Rural 108.63 23.4 never smoked 0
## 4067 Rural 80.57 28.2 formerly smoked 0
## 4068 Urban 248.24 27.0 smokes 0
## 4069 Urban 57.79 24.8 smokes 0
## 4070 Urban 87.40 34.8 never smoked 0
## 4072 Rural 58.01 27.8 never smoked 0
## 4074 Rural 101.12 27.7 smokes 0
## 4076 Urban 79.42 21.4 never smoked 0
## 4078 Rural 81.58 36.2 never smoked 0
## 4080 Rural 229.94 23.5 never smoked 0
## 4082 Urban 117.77 27.1 never smoked 0
## 4083 Urban 66.69 21.5 never smoked 0
## 4085 Urban 168.68 23.4 formerly smoked 0
## 4086 Rural 119.90 37.6 never smoked 0
## 4087 Urban 110.33 24.0 smokes 0
## 4088 Rural 77.95 25.1 never smoked 0
## 4090 Rural 80.35 28.7 smokes 0
## 4091 Urban 57.38 41.8 formerly smoked 0
## 4093 Rural 70.66 27.2 never smoked 0
## 4094 Urban 202.06 24.4 never smoked 0
## 4098 Urban 86.40 32.6 smokes 0
## 4099 Urban 103.22 20.5 never smoked 0
## 4101 Urban 63.90 45.4 smokes 0
## 4102 Urban 81.32 27.6 formerly smoked 0
## 4103 Rural 253.93 27.7 formerly smoked 0
## 4104 Urban 78.11 34.7 formerly smoked 0
## 4107 Rural 77.94 28.7 never smoked 0
## 4109 Rural 117.03 40.3 formerly smoked 0
## 4110 Rural 207.84 38.9 never smoked 0
## 4111 Rural 228.26 46.0 never smoked 0
## 4112 Rural 84.43 32.4 smokes 0
## 4114 Urban 94.89 27.5 never smoked 0
## 4116 Rural 75.13 31.1 formerly smoked 0
## 4117 Rural 76.64 34.6 never smoked 0
## 4118 Rural 91.32 24.3 never smoked 0
## 4119 Rural 85.90 34.6 never smoked 0
## 4120 Urban 76.19 28.5 never smoked 0
## 4122 Urban 63.42 28.0 never smoked 0
## 4124 Urban 203.76 33.8 never smoked 0
## 4125 Urban 98.44 25.8 formerly smoked 0
## 4127 Urban 63.98 26.8 smokes 0
## 4128 Urban 101.46 25.9 formerly smoked 0
## 4129 Urban 74.66 29.2 smokes 0
## 4130 Rural 68.66 25.3 never smoked 0
## 4131 Urban 86.23 30.0 formerly smoked 1
## 4132 Rural 205.78 41.7 never smoked 0
## 4133 Rural 111.24 38.8 never smoked 0
## 4135 Urban 110.10 30.9 never smoked 0
## 4136 Urban 100.80 39.3 formerly smoked 0
## 4138 Urban 56.48 26.2 formerly smoked 0
## 4139 Urban 77.77 33.8 smokes 0
## 4141 Rural 83.59 24.1 never smoked 0
## 4142 Urban 179.67 30.7 formerly smoked 0
## 4145 Rural 230.74 30.2 formerly smoked 0
## 4146 Rural 216.19 30.3 formerly smoked 0
## 4147 Rural 83.70 28.7 never smoked 0
## 4148 Rural 200.66 36.3 smokes 0
## 4150 Urban 228.50 34.5 never smoked 0
## 4151 Urban 70.43 20.8 smokes 0
## 4152 Urban 74.39 31.0 formerly smoked 0
## 4154 Urban 87.91 22.7 formerly smoked 0
## 4155 Rural 118.55 38.4 smokes 0
## 4156 Urban 232.29 40.8 smokes 0
## 4158 Urban 78.98 31.3 formerly smoked 0
## 4159 Rural 100.20 28.5 smokes 0
## 4160 Rural 200.91 27.6 never smoked 0
## 4162 Urban 56.64 24.7 never smoked 0
## 4164 Urban 112.96 25.4 never smoked 0
## 4165 Rural 236.04 28.5 never smoked 0
## 4166 Urban 73.00 26.2 never smoked 0
## 4167 Urban 61.13 26.0 never smoked 0
## 4168 Urban 88.56 45.3 never smoked 0
## 4169 Rural 66.16 31.5 never smoked 0
## 4170 Rural 88.98 20.6 smokes 0
## 4172 Urban 87.39 57.9 never smoked 0
## 4174 Urban 86.85 23.8 formerly smoked 0
## 4175 Rural 94.37 38.1 never smoked 0
## 4176 Rural 76.64 19.5 never smoked 0
## 4177 Urban 254.95 35.5 smokes 0
## 4178 Urban 107.33 26.4 formerly smoked 0
## 4179 Urban 80.94 22.2 smokes 0
## 4181 Rural 196.58 41.9 formerly smoked 0
## 4182 Urban 89.14 22.6 formerly smoked 0
## 4183 Urban 69.94 33.3 smokes 0
## 4184 Urban 55.79 21.3 never smoked 0
## 4187 Rural 189.82 28.8 formerly smoked 0
## 4188 Urban 89.68 38.7 never smoked 0
## 4189 Urban 101.06 32.3 smokes 0
## 4195 Rural 68.01 27.7 never smoked 0
## 4196 Rural 72.67 28.9 never smoked 1
## 4197 Urban 90.11 28.6 never smoked 0
## 4198 Urban 193.61 37.6 never smoked 0
## 4202 Urban 141.37 23.5 never smoked 0
## 4204 Rural 106.80 20.8 never smoked 0
## 4206 Urban 85.18 22.2 smokes 0
## 4207 Rural 130.07 33.1 never smoked 0
## 4208 Rural 74.24 32.7 never smoked 0
## 4209 Urban 79.98 41.4 never smoked 0
## 4210 Urban 106.76 24.1 formerly smoked 0
## 4213 Urban 80.55 23.5 smokes 0
## 4215 Rural 55.93 20.3 smokes 0
## 4218 Rural 83.80 24.2 smokes 0
## 4219 Urban 95.87 19.3 formerly smoked 0
## 4221 Rural 84.93 24.2 never smoked 0
## 4222 Rural 103.08 41.5 smokes 0
## 4224 Urban 83.75 37.0 never smoked 0
## 4226 Urban 101.58 35.9 never smoked 0
## 4228 Rural 112.55 32.1 never smoked 0
## 4229 Urban 70.87 55.7 formerly smoked 0
## 4230 Rural 92.96 22.2 never smoked 0
## 4233 Urban 112.37 28.4 never smoked 0
## 4234 Urban 151.26 20.6 never smoked 0
## 4237 Urban 76.08 25.1 never smoked 0
## 4238 Rural 123.98 30.1 never smoked 0
## 4240 Rural 98.07 24.0 never smoked 0
## 4241 Urban 85.82 27.8 never smoked 0
## 4243 Urban 99.01 25.5 formerly smoked 0
## 4244 Rural 79.53 27.7 never smoked 0
## 4245 Rural 80.08 21.8 never smoked 0
## 4248 Rural 88.00 30.6 never smoked 0
## 4249 Rural 144.14 29.8 never smoked 0
## 4250 Urban 78.80 28.7 smokes 0
## 4251 Urban 86.78 35.5 smokes 0
## 4252 Rural 105.72 29.1 formerly smoked 0
## 4253 Rural 64.37 32.8 never smoked 0
## 4254 Rural 146.10 22.8 never smoked 0
## 4255 Urban 58.66 31.3 never smoked 0
## 4256 Urban 192.50 29.0 never smoked 0
## 4258 Urban 89.42 24.1 never smoked 0
## 4259 Rural 212.92 21.4 never smoked 0
## 4260 Rural 60.73 28.0 never smoked 0
## 4261 Urban 73.18 27.6 never smoked 0
## 4263 Urban 87.40 24.5 formerly smoked 0
## 4264 Rural 86.95 25.0 formerly smoked 0
## 4265 Rural 74.00 29.6 never smoked 0
## 4266 Urban 73.98 29.9 never smoked 0
## 4267 Rural 124.78 35.6 never smoked 0
## 4268 Urban 191.94 27.9 never smoked 0
## 4269 Urban 247.87 42.6 never smoked 0
## 4270 Rural 83.20 21.2 formerly smoked 0
## 4271 Urban 88.62 28.5 formerly smoked 0
## 4272 Urban 81.51 25.6 formerly smoked 0
## 4273 Urban 101.76 27.7 smokes 0
## 4274 Urban 115.71 31.1 formerly smoked 0
## 4275 Rural 229.73 30.4 never smoked 0
## 4277 Rural 100.47 31.9 never smoked 0
## 4278 Rural 81.36 48.8 never smoked 0
## 4279 Rural 261.67 43.0 formerly smoked 0
## 4281 Rural 98.90 35.5 never smoked 0
## 4282 Rural 95.19 24.3 smokes 0
## 4283 Rural 105.28 23.1 never smoked 0
## 4285 Rural 89.41 42.4 smokes 0
## 4286 Rural 70.56 32.3 never smoked 0
## 4289 Rural 62.68 18.4 never smoked 0
## 4290 Urban 71.77 26.9 never smoked 0
## 4291 Rural 77.99 32.0 smokes 0
## 4292 Urban 256.74 23.4 formerly smoked 0
## 4293 Rural 93.72 31.4 never smoked 0
## 4295 Urban 60.67 28.9 formerly smoked 0
## 4296 Urban 112.08 27.4 never smoked 0
## 4297 Rural 221.08 57.2 never smoked 0
## 4298 Urban 101.81 28.4 smokes 0
## 4299 Rural 60.17 23.5 smokes 0
## 4300 Rural 65.29 28.3 never smoked 0
## 4302 Rural 61.42 33.3 smokes 0
## 4303 Urban 86.67 33.3 never smoked 0
## 4304 Rural 82.42 28.8 never smoked 0
## 4305 Rural 100.54 32.1 smokes 0
## 4306 Urban 111.48 28.9 never smoked 0
## 4307 Urban 85.33 25.5 never smoked 0
## 4308 Urban 126.57 25.9 formerly smoked 0
## 4309 Rural 62.57 27.7 formerly smoked 1
## 4310 Urban 81.51 19.5 formerly smoked 0
## 4313 Urban 80.54 18.5 smokes 0
## 4317 Rural 106.52 27.4 formerly smoked 0
## 4319 Urban 89.73 23.5 formerly smoked 0
## 4320 Urban 208.39 36.0 formerly smoked 0
## 4321 Rural 128.61 24.8 never smoked 0
## 4322 Rural 57.56 27.5 never smoked 0
## 4323 Urban 227.23 40.0 formerly smoked 0
## 4326 Rural 90.11 23.6 never smoked 0
## 4327 Rural 203.27 29.7 never smoked 0
## 4328 Urban 234.50 43.7 never smoked 0
## 4329 Urban 71.12 27.3 never smoked 0
## 4330 Urban 190.67 20.2 never smoked 0
## 4332 Urban 82.95 21.4 never smoked 0
## 4334 Urban 82.63 17.9 smokes 0
## 4335 Urban 92.75 34.5 smokes 0
## 4336 Rural 117.63 27.1 formerly smoked 0
## 4337 Rural 197.06 26.1 never smoked 0
## 4338 Urban 216.07 43.4 never smoked 0
## 4339 Rural 76.03 33.2 never smoked 0
## 4341 Rural 108.82 41.3 smokes 0
## 4342 Urban 101.66 35.4 never smoked 0
## 4344 Rural 116.44 24.5 never smoked 0
## 4345 Rural 116.62 27.7 smokes 0
## 4346 Urban 93.30 32.7 never smoked 0
## 4347 Urban 144.33 29.2 never smoked 0
## 4348 Urban 98.02 20.4 never smoked 0
## 4351 Rural 76.35 33.5 formerly smoked 0
## 4352 Urban 57.56 27.5 never smoked 0
## 4354 Rural 63.49 30.1 never smoked 0
## 4355 Rural 145.18 32.6 smokes 0
## 4356 Rural 66.30 47.5 never smoked 0
## 4357 Rural 120.56 31.6 never smoked 0
## 4358 Rural 69.20 23.5 formerly smoked 0
## 4360 Urban 81.38 34.1 smokes 0
## 4362 Rural 203.87 26.4 never smoked 0
## 4364 Rural 84.68 34.7 formerly smoked 0
## 4365 Urban 91.89 23.3 smokes 0
## 4366 Rural 88.97 32.6 never smoked 0
## 4367 Urban 116.98 26.0 never smoked 0
## 4368 Urban 135.82 35.1 never smoked 0
## 4369 Rural 179.12 28.1 formerly smoked 1
## 4371 Rural 116.55 31.1 formerly smoked 1
## 4372 Rural 106.53 30.4 formerly smoked 0
## 4373 Rural 58.42 32.8 formerly smoked 0
## 4374 Rural 79.62 21.6 never smoked 0
## 4376 Rural 78.05 31.4 never smoked 0
## 4377 Rural 77.16 26.3 never smoked 0
## 4378 Urban 86.30 20.1 never smoked 0
## 4379 Urban 83.55 28.3 formerly smoked 0
## 4380 Rural 102.00 40.4 smokes 0
## 4381 Urban 68.07 18.6 smokes 0
## 4382 Rural 81.77 44.7 never smoked 0
## 4383 Rural 82.62 25.3 smokes 0
## 4385 Urban 235.06 39.9 formerly smoked 0
## 4386 Rural 57.52 27.7 formerly smoked 0
## 4387 Urban 76.98 34.7 never smoked 0
## 4388 Urban 82.31 31.9 never smoked 0
## 4390 Urban 98.14 32.7 formerly smoked 0
## 4394 Rural 112.70 29.6 never smoked 0
## 4395 Urban 74.34 23.5 never smoked 0
## 4397 Urban 104.90 27.4 never smoked 0
## 4398 Rural 99.96 25.2 never smoked 0
## 4400 Urban 60.32 33.3 smokes 0
## 4401 Rural 94.14 27.7 smokes 0
## 4402 Urban 195.43 28.9 never smoked 0
## 4403 Rural 200.25 33.1 never smoked 0
## 4404 Rural 90.31 38.1 smokes 0
## 4405 Urban 95.33 27.9 never smoked 0
## 4407 Urban 223.64 27.1 smokes 0
## 4411 Urban 85.46 30.0 never smoked 0
## 4415 Urban 101.56 31.5 never smoked 0
## 4416 Urban 84.48 23.2 formerly smoked 0
## 4418 Urban 72.88 26.5 never smoked 0
## 4421 Urban 70.89 19.8 never smoked 0
## 4422 Rural 108.14 25.1 formerly smoked 0
## 4423 Rural 244.30 37.3 never smoked 0
## 4424 Rural 88.04 30.3 formerly smoked 0
## 4426 Rural 106.73 25.1 never smoked 0
## 4428 Urban 80.88 29.3 formerly smoked 0
## 4429 Urban 140.10 38.7 never smoked 0
## 4430 Urban 127.40 35.8 formerly smoked 0
## 4431 Urban 87.72 21.7 never smoked 0
## 4432 Rural 58.23 31.4 formerly smoked 0
## 4433 Rural 69.37 26.9 formerly smoked 0
## 4434 Urban 58.64 33.0 never smoked 0
## 4435 Urban 59.67 24.5 smokes 0
## 4436 Urban 78.08 44.9 never smoked 0
## 4437 Urban 105.08 25.5 never smoked 0
## 4438 Urban 89.30 22.1 never smoked 0
## 4440 Rural 56.11 32.4 formerly smoked 0
## 4442 Urban 75.53 33.1 formerly smoked 0
## 4443 Urban 107.47 26.7 never smoked 0
## 4445 Urban 90.28 39.6 never smoked 0
## 4446 Urban 65.22 19.8 never smoked 0
## 4448 Urban 166.38 23.1 never smoked 0
## 4451 Urban 90.73 32.8 smokes 0
## 4452 Rural 172.86 34.4 never smoked 0
## 4453 Rural 213.92 44.6 never smoked 0
## 4454 Urban 92.23 32.8 never smoked 0
## 4455 Urban 79.81 26.4 never smoked 0
## 4457 Rural 102.00 32.4 never smoked 0
## 4458 Rural 68.42 43.2 smokes 0
## 4461 Urban 212.19 46.9 never smoked 0
## 4462 Urban 89.00 36.3 formerly smoked 0
## 4463 Rural 60.98 34.9 formerly smoked 0
## 4464 Urban 58.19 29.6 smokes 0
## 4467 Urban 62.13 23.6 never smoked 0
## 4468 Rural 57.10 33.1 never smoked 0
## 4469 Urban 97.95 40.2 smokes 0
## 4472 Rural 90.30 33.5 formerly smoked 0
## 4473 Rural 228.56 27.4 never smoked 1
## 4474 Urban 83.14 31.9 never smoked 0
## 4476 Rural 100.47 50.2 formerly smoked 0
## 4478 Urban 66.46 39.6 formerly smoked 0
## 4479 Urban 73.56 27.5 formerly smoked 0
## 4481 Urban 57.28 15.4 never smoked 0
## 4482 Rural 92.87 28.4 smokes 0
## 4484 Urban 99.44 25.0 formerly smoked 0
## 4485 Urban 77.96 26.3 smokes 0
## 4486 Rural 60.13 39.6 never smoked 0
## 4487 Rural 88.17 38.6 formerly smoked 0
## 4488 Rural 84.41 33.9 never smoked 0
## 4490 Rural 68.72 25.1 never smoked 0
## 4491 Urban 222.58 37.4 smokes 0
## 4492 Rural 66.06 30.1 formerly smoked 0
## 4493 Rural 156.43 27.0 formerly smoked 0
## 4494 Urban 105.76 32.4 formerly smoked 0
## 4495 Rural 73.07 26.8 smokes 0
## 4496 Rural 99.48 27.2 never smoked 0
## 4498 Urban 70.00 36.0 never smoked 0
## 4499 Rural 112.98 37.2 formerly smoked 0
## 4502 Urban 73.20 26.5 smokes 0
## 4503 Urban 102.73 35.0 formerly smoked 0
## 4504 Rural 74.88 32.6 never smoked 0
## 4505 Urban 122.43 23.9 never smoked 0
## 4506 Urban 84.21 33.7 never smoked 0
## 4507 Rural 80.42 29.4 formerly smoked 0
## 4508 Urban 80.44 29.0 never smoked 0
## 4509 Rural 80.63 20.2 never smoked 0
## 4510 Rural 206.53 27.7 never smoked 0
## 4511 Urban 104.12 27.4 never smoked 0
## 4512 Rural 96.82 25.0 never smoked 0
## 4513 Urban 88.10 30.7 never smoked 0
## 4515 Rural 102.87 26.6 smokes 0
## 4517 Rural 97.68 47.1 formerly smoked 0
## 4518 Urban 97.58 29.7 formerly smoked 0
## 4519 Rural 74.16 19.9 never smoked 0
## 4521 Urban 100.93 32.7 never smoked 0
## 4522 Urban 232.78 31.8 formerly smoked 0
## 4523 Rural 86.96 31.4 formerly smoked 0
## 4524 Urban 67.50 20.4 formerly smoked 0
## 4525 Urban 81.21 33.2 smokes 0
## 4526 Rural 110.14 30.5 smokes 0
## 4527 Urban 120.44 30.3 never smoked 0
## 4528 Urban 187.47 34.2 never smoked 0
## 4530 Rural 89.57 48.1 never smoked 0
## 4531 Urban 95.31 22.8 never smoked 0
## 4532 Rural 75.07 30.5 never smoked 0
## 4533 Rural 106.65 35.9 formerly smoked 0
## 4534 Urban 234.06 33.7 never smoked 0
## 4535 Rural 144.15 24.1 never smoked 0
## 4536 Urban 58.81 25.4 never smoked 0
## 4537 Urban 242.62 25.5 never smoked 0
## 4538 Urban 93.04 29.2 never smoked 0
## 4542 Rural 96.98 21.5 never smoked 0
## 4543 Rural 66.70 24.7 never smoked 0
## 4545 Rural 90.16 34.4 never smoked 0
## 4547 Rural 96.59 26.4 never smoked 1
## 4548 Rural 90.96 31.5 formerly smoked 0
## 4549 Rural 152.38 31.8 never smoked 0
## 4550 Rural 114.54 30.1 smokes 0
## 4551 Urban 174.54 26.4 never smoked 0
## 4553 Urban 73.63 22.5 smokes 0
## 4554 Urban 98.52 29.8 formerly smoked 0
## 4555 Rural 62.93 26.1 smokes 0
## 4556 Urban 67.87 24.9 formerly smoked 0
## 4558 Rural 76.56 30.1 never smoked 0
## 4559 Urban 108.03 37.3 never smoked 0
## 4560 Rural 66.72 21.7 formerly smoked 1
## 4561 Rural 83.16 25.5 formerly smoked 0
## 4562 Rural 67.90 35.3 never smoked 0
## 4564 Rural 123.94 28.7 never smoked 0
## 4565 Urban 231.54 29.9 never smoked 0
## 4566 Urban 219.80 34.2 formerly smoked 0
## 4567 Rural 187.99 24.9 smokes 0
## 4568 Rural 234.45 36.8 formerly smoked 0
## 4569 Rural 75.47 24.5 formerly smoked 0
## 4570 Rural 98.24 34.6 never smoked 0
## 4573 Urban 75.95 28.6 never smoked 0
## 4574 Rural 111.79 23.6 smokes 0
## 4576 Rural 86.91 21.1 formerly smoked 0
## 4577 Urban 59.36 34.1 smokes 0
## 4578 Urban 240.69 27.7 smokes 0
## 4579 Rural 66.67 29.5 never smoked 0
## 4580 Rural 87.54 37.8 never smoked 0
## 4581 Urban 139.87 31.2 smokes 0
## 4582 Rural 67.92 31.1 never smoked 0
## 4585 Rural 70.53 39.2 never smoked 0
## 4586 Rural 115.91 22.2 formerly smoked 0
## 4587 Urban 59.74 29.5 smokes 0
## 4588 Rural 62.64 27.0 never smoked 0
## 4589 Rural 84.81 16.8 never smoked 0
## 4590 Urban 78.68 23.3 never smoked 0
## 4591 Urban 217.57 33.5 formerly smoked 0
## 4593 Rural 63.28 28.2 never smoked 0
## 4594 Rural 78.48 22.6 never smoked 0
## 4595 Rural 70.48 20.2 never smoked 0
## 4596 Rural 120.96 22.2 formerly smoked 0
## 4597 Rural 77.29 22.6 never smoked 0
## 4601 Rural 121.83 30.3 formerly smoked 0
## 4603 Urban 58.35 24.3 never smoked 0
## 4604 Urban 65.42 17.4 formerly smoked 0
## 4605 Rural 69.34 29.0 never smoked 0
## 4606 Urban 109.09 26.3 smokes 0
## 4607 Urban 66.71 51.7 never smoked 0
## 4609 Rural 120.58 18.3 never smoked 0
## 4610 Rural 165.36 21.9 smokes 0
## 4612 Rural 126.34 27.4 smokes 0
## 4613 Rural 68.27 20.4 never smoked 0
## 4614 Rural 92.86 23.2 never smoked 0
## 4615 Rural 96.77 30.3 formerly smoked 0
## 4617 Rural 89.32 31.0 formerly smoked 0
## 4618 Rural 107.06 27.7 smokes 0
## 4619 Urban 240.09 27.0 never smoked 1
## 4620 Urban 65.63 33.5 smokes 0
## 4621 Urban 110.85 24.1 formerly smoked 1
## 4623 Rural 63.82 19.4 smokes 0
## 4626 Urban 71.29 37.7 never smoked 0
## 4627 Rural 76.58 27.4 never smoked 0
## 4628 Rural 119.58 25.0 never smoked 0
## 4630 Urban 111.94 21.7 never smoked 0
## 4631 Urban 81.64 38.2 never smoked 0
## 4633 Rural 110.32 28.4 never smoked 0
## 4634 Rural 79.00 30.0 never smoked 0
## 4635 Urban 95.08 34.1 never smoked 0
## 4636 Urban 137.27 19.3 never smoked 0
## 4637 Urban 57.83 21.6 smokes 0
## 4638 Rural 84.08 32.9 never smoked 0
## 4639 Urban 234.51 27.2 formerly smoked 0
## 4640 Urban 142.64 27.8 smokes 0
## 4641 Rural 69.77 29.9 never smoked 0
## 4642 Urban 71.40 28.4 smokes 0
## 4646 Urban 182.22 32.6 formerly smoked 0
## 4647 Urban 67.26 33.1 formerly smoked 0
## 4648 Rural 60.02 33.8 formerly smoked 0
## 4649 Urban 113.45 30.3 never smoked 0
## 4651 Rural 68.53 29.7 never smoked 0
## 4652 Rural 57.15 38.8 never smoked 0
## 4653 Rural 214.73 30.9 never smoked 0
## 4656 Urban 63.41 25.5 formerly smoked 0
## 4657 Urban 106.24 32.3 never smoked 0
## 4658 Rural 83.01 25.8 smokes 0
## 4659 Rural 67.92 31.1 formerly smoked 0
## 4660 Rural 74.99 27.9 smokes 0
## 4662 Urban 61.88 20.1 never smoked 0
## 4663 Urban 65.67 26.7 smokes 0
## 4664 Urban 110.18 30.3 smokes 0
## 4665 Rural 119.30 30.4 formerly smoked 0
## 4667 Rural 95.18 24.9 smokes 0
## 4675 Rural 86.58 34.2 never smoked 0
## 4676 Urban 113.26 27.6 never smoked 0
## 4677 Urban 84.92 47.8 never smoked 0
## 4679 Rural 93.93 24.4 formerly smoked 0
## 4681 Urban 129.31 30.7 formerly smoked 0
## 4682 Urban 89.43 26.1 formerly smoked 0
## 4683 Rural 101.60 25.3 never smoked 0
## 4684 Rural 66.55 32.8 smokes 0
## 4685 Rural 231.72 45.7 formerly smoked 0
## 4687 Rural 102.13 32.3 never smoked 0
## 4688 Urban 100.88 47.6 smokes 0
## 4691 Urban 206.53 44.5 smokes 0
## 4693 Urban 67.92 19.4 never smoked 0
## 4696 Urban 103.66 36.1 smokes 0
## 4697 Urban 70.73 27.3 formerly smoked 0
## 4698 Rural 77.45 42.2 formerly smoked 0
## 4699 Urban 165.31 27.7 never smoked 1
## 4700 Urban 193.80 26.4 never smoked 0
## 4701 Rural 114.34 23.6 never smoked 0
## 4704 Rural 84.09 31.1 formerly smoked 0
## 4705 Urban 87.06 30.0 never smoked 0
## 4706 Rural 92.64 43.8 never smoked 0
## 4707 Urban 99.36 23.8 smokes 0
## 4708 Rural 135.63 36.2 formerly smoked 0
## 4711 Urban 95.44 25.5 smokes 0
## 4712 Urban 72.71 29.9 never smoked 0
## 4713 Urban 65.45 32.1 never smoked 0
## 4714 Urban 203.01 25.4 never smoked 0
## 4715 Urban 110.84 23.4 smokes 0
## 4717 Rural 55.12 21.8 never smoked 0
## 4718 Rural 105.91 30.8 never smoked 0
## 4719 Rural 61.57 37.9 formerly smoked 0
## 4720 Urban 83.10 42.5 smokes 0
## 4721 Urban 66.32 23.4 never smoked 0
## 4722 Urban 72.56 35.4 never smoked 0
## 4723 Rural 97.99 32.3 smokes 0
## 4724 Urban 63.27 27.0 never smoked 0
## 4725 Urban 79.60 46.3 never smoked 0
## 4726 Rural 177.56 30.1 never smoked 0
## 4727 Rural 81.31 34.7 never smoked 0
## 4728 Rural 59.91 18.3 never smoked 0
## 4729 Rural 132.85 16.2 never smoked 0
## 4730 Rural 198.84 33.2 formerly smoked 0
## 4732 Urban 87.17 25.1 never smoked 0
## 4736 Rural 84.54 23.4 smokes 0
## 4737 Urban 70.51 54.1 never smoked 0
## 4738 Rural 56.87 28.9 formerly smoked 0
## 4740 Urban 243.52 37.2 smokes 0
## 4742 Rural 69.06 29.0 smokes 0
## 4743 Urban 73.89 26.7 formerly smoked 0
## 4744 Urban 84.49 20.5 never smoked 0
## 4745 Urban 73.71 34.1 never smoked 0
## 4748 Urban 72.96 37.7 smokes 0
## 4751 Urban 89.33 30.7 never smoked 0
## 4753 Rural 238.27 27.7 smokes 0
## 4754 Urban 135.79 32.1 formerly smoked 0
## 4755 Rural 82.19 40.5 never smoked 0
## 4756 Urban 93.20 24.8 smokes 0
## 4757 Urban 208.31 31.8 formerly smoked 0
## 4758 Rural 111.33 27.0 never smoked 0
## 4760 Rural 121.71 23.4 never smoked 0
## 4763 Rural 98.61 38.8 smokes 0
## 4764 Urban 86.61 38.6 smokes 0
## 4765 Urban 80.44 32.2 never smoked 0
## 4767 Rural 97.23 30.6 never smoked 0
## 4768 Rural 91.21 28.1 formerly smoked 0
## 4769 Urban 103.69 35.2 smokes 0
## 4770 Urban 74.12 21.8 formerly smoked 0
## 4771 Urban 71.08 28.1 never smoked 0
## 4772 Urban 58.39 28.2 never smoked 0
## 4773 Rural 176.34 28.4 never smoked 0
## 4774 Rural 73.76 37.4 never smoked 0
## 4775 Rural 67.21 21.8 formerly smoked 0
## 4778 Rural 111.36 33.6 never smoked 0
## 4779 Urban 84.07 21.2 smokes 0
## 4780 Urban 117.31 28.4 never smoked 0
## 4781 Urban 84.94 27.7 never smoked 0
## 4782 Urban 68.86 41.1 never smoked 0
## 4783 Urban 132.88 24.9 never smoked 0
## 4784 Rural 211.83 56.6 never smoked 0
## 4786 Urban 57.42 33.7 never smoked 0
## 4787 Urban 215.69 38.6 formerly smoked 0
## 4788 Urban 154.67 33.8 never smoked 0
## 4789 Urban 67.66 22.4 never smoked 0
## 4790 Rural 153.48 37.3 never smoked 0
## 4791 Urban 62.63 23.4 never smoked 0
## 4792 Urban 77.93 39.1 smokes 0
## 4795 Urban 83.07 28.0 formerly smoked 0
## 4796 Urban 140.14 21.1 never smoked 0
## 4797 Urban 92.65 15.7 never smoked 0
## 4798 Urban 111.37 29.1 formerly smoked 0
## 4799 Rural 99.00 26.1 never smoked 0
## 4801 Rural 83.88 27.1 never smoked 0
## 4802 Urban 86.21 28.8 smokes 0
## 4803 Urban 57.06 37.9 never smoked 0
## 4805 Urban 81.06 30.1 smokes 0
## 4806 Urban 104.37 29.7 never smoked 0
## 4808 Urban 101.95 46.0 formerly smoked 0
## 4809 Rural 116.95 26.1 never smoked 0
## 4812 Urban 100.60 20.5 never smoked 0
## 4814 Rural 75.90 32.2 never smoked 0
## 4815 Rural 267.60 30.5 never smoked 0
## 4816 Urban 215.07 27.7 smokes 0
## 4818 Rural 225.35 26.5 smokes 0
## 4820 Urban 95.42 21.5 formerly smoked 0
## 4823 Rural 107.43 26.5 never smoked 0
## 4824 Rural 56.85 24.4 never smoked 0
## 4826 Rural 88.68 23.9 never smoked 0
## 4828 Urban 93.97 23.6 never smoked 0
## 4830 Rural 67.99 32.1 never smoked 0
## 4832 Rural 124.66 27.3 never smoked 0
## 4833 Rural 212.87 34.8 never smoked 0
## 4834 Urban 96.75 28.4 formerly smoked 0
## 4837 Rural 71.34 24.0 never smoked 0
## 4838 Rural 183.43 38.1 formerly smoked 0
## 4839 Urban 101.19 29.9 formerly smoked 0
## 4840 Rural 88.51 24.5 never smoked 0
## 4841 Rural 126.85 49.5 formerly smoked 0
## 4842 Urban 74.17 35.5 formerly smoked 0
## 4843 Urban 76.04 29.5 smokes 0
## 4844 Urban 73.87 28.8 smokes 0
## 4845 Rural 99.07 22.1 never smoked 0
## 4846 Urban 82.93 29.4 formerly smoked 0
## 4847 Rural 133.24 45.0 smokes 0
## 4848 Urban 69.88 27.1 never smoked 0
## 4850 Rural 86.05 20.1 formerly smoked 0
## 4851 Urban 185.27 31.3 never smoked 0
## 4853 Urban 81.90 24.5 never smoked 0
## 4855 Rural 124.54 31.3 never smoked 0
## 4856 Rural 153.34 31.5 never smoked 0
## 4858 Urban 160.76 30.2 smokes 0
## 4859 Rural 73.29 27.8 never smoked 0
## 4861 Urban 206.49 26.3 never smoked 0
## 4862 Rural 77.42 24.8 never smoked 0
## 4863 Rural 117.59 17.1 never smoked 0
## 4865 Urban 116.68 18.7 formerly smoked 0
## 4866 Urban 253.86 28.8 formerly smoked 0
## 4867 Urban 203.36 28.7 formerly smoked 0
## 4868 Rural 125.87 24.6 never smoked 0
## 4869 Rural 64.09 25.3 never smoked 0
## 4871 Rural 70.15 27.7 formerly smoked 0
## 4873 Rural 175.92 26.9 smokes 0
## 4874 Rural 100.65 26.2 formerly smoked 0
## 4876 Rural 81.10 24.8 never smoked 0
## 4877 Rural 98.30 25.0 never smoked 0
## 4879 Urban 95.16 42.7 formerly smoked 0
## 4880 Urban 191.15 27.7 smokes 0
## 4881 Rural 91.04 24.5 never smoked 0
## 4883 Rural 96.86 29.3 never smoked 0
## 4885 Urban 55.84 27.8 never smoked 0
## 4886 Urban 84.04 24.7 never smoked 0
## 4887 Urban 92.06 25.3 smokes 0
## 4888 Urban 89.61 41.2 formerly smoked 0
## 4889 Urban 69.92 47.6 never smoked 0
## 4890 Rural 89.29 23.4 never smoked 0
## 4892 Urban 60.22 29.7 formerly smoked 0
## 4893 Urban 223.78 32.3 never smoked 0
## 4894 Rural 211.58 36.9 never smoked 0
## 4897 Urban 89.01 37.4 never smoked 0
## 4898 Urban 118.41 25.1 never smoked 0
## 4899 Urban 138.51 24.3 never smoked 0
## 4900 Urban 120.03 24.3 formerly smoked 0
## 4901 Urban 91.01 28.7 never smoked 0
## 4904 Rural 58.72 40.0 smokes 0
## 4905 Urban 90.42 24.3 never smoked 0
## 4906 Urban 104.00 25.6 smokes 0
## 4908 Rural 174.37 23.0 never smoked 0
## 4912 Urban 90.52 28.0 never smoked 0
## 4913 Rural 108.35 40.8 formerly smoked 0
## 4914 Rural 72.03 37.5 smokes 0
## 4916 Rural 97.04 26.9 smokes 0
## 4917 Urban 83.89 33.1 formerly smoked 0
## 4919 Rural 75.93 34.7 formerly smoked 0
## 4922 Rural 100.85 21.0 smokes 0
## 4923 Rural 95.05 30.9 never smoked 0
## 4924 Urban 82.35 38.9 never smoked 0
## 4925 Rural 95.02 27.7 smokes 0
## 4928 Rural 76.62 28.2 never smoked 0
## 4931 Rural 83.94 27.7 smokes 0
## 4932 Rural 71.97 28.3 never smoked 0
## 4934 Rural 77.93 21.7 never smoked 0
## 4937 Urban 83.75 27.7 never smoked 0
## 4938 Urban 125.20 40.0 never smoked 0
## 4939 Rural 82.99 30.6 never smoked 0
## 4940 Rural 166.29 25.6 formerly smoked 0
## 4942 Rural 86.88 36.9 smokes 0
## 4943 Urban 56.54 20.4 smokes 0
## 4947 Rural 78.50 33.8 never smoked 0
## 4948 Urban 98.44 51.0 smokes 0
## 4949 Urban 61.50 26.0 smokes 0
## 4951 Urban 74.30 30.2 never smoked 0
## 4952 Urban 115.15 22.5 smokes 0
## 4953 Urban 58.68 31.1 never smoked 0
## 4955 Rural 98.41 29.9 never smoked 0
## 4956 Rural 202.11 37.6 formerly smoked 0
## 4957 Rural 106.76 26.5 smokes 0
## 4958 Rural 225.02 21.5 formerly smoked 0
## 4959 Rural 69.59 21.6 never smoked 0
## 4960 Urban 86.03 30.2 never smoked 0
## 4962 Urban 70.49 13.2 never smoked 0
## 4965 Urban 87.73 31.3 never smoked 0
## 4966 Urban 231.52 24.6 never smoked 0
## 4967 Rural 207.40 36.8 never smoked 0
## 4968 Urban 69.22 35.5 smokes 0
## 4969 Urban 130.15 34.8 never smoked 0
## 4970 Rural 95.64 20.7 formerly smoked 0
## 4971 Rural 101.15 20.8 never smoked 0
## 4974 Urban 113.68 23.0 smokes 0
## 4975 Rural 84.42 24.6 formerly smoked 0
## 4976 Rural 85.36 20.3 never smoked 0
## 4977 Rural 112.19 24.5 never smoked 0
## 4978 Urban 82.02 29.9 never smoked 0
## 4981 Rural 77.56 26.0 smokes 0
## 4982 Urban 145.54 38.3 never smoked 0
## 4983 Rural 68.80 36.6 never smoked 0
## 4985 Rural 75.78 28.6 formerly smoked 0
## 4986 Rural 110.13 21.3 never smoked 0
## 4987 Urban 101.15 27.7 smokes 0
## 4988 Urban 110.47 27.2 smokes 0
## 4989 Urban 75.66 28.3 never smoked 0
## 4990 Urban 114.46 33.6 never smoked 0
## 4991 Rural 79.23 30.2 never smoked 0
## 4992 Urban 80.63 21.2 never smoked 0
## 4994 Rural 128.47 35.5 never smoked 0
## 4995 Rural 60.82 31.5 smokes 0
## 4996 Urban 77.02 32.2 formerly smoked 0
## 4997 Urban 110.77 39.5 formerly smoked 0
## 4999 Rural 87.42 32.4 never smoked 0
## 5000 Rural 92.78 18.6 never smoked 0
## 5001 Urban 90.37 30.7 formerly smoked 0
## 5002 Rural 88.92 22.9 never smoked 1
## 5003 Rural 55.69 26.1 never smoked 0
## 5004 Rural 85.58 27.3 smokes 0
## 5005 Urban 71.79 33.6 never smoked 0
## 5006 Urban 105.78 26.3 never smoked 0
## 5007 Rural 89.35 41.3 formerly smoked 0
## 5008 Rural 87.75 41.6 smokes 0
## 5009 Rural 84.14 60.0 never smoked 0
## 5011 Urban 84.57 32.7 smokes 0
## 5012 Urban 86.54 27.7 smokes 0
## 5013 Urban 214.22 33.9 never smoked 0
## 5014 Urban 76.20 27.6 never smoked 0
## 5015 Urban 92.72 53.4 smokes 0
## 5016 Urban 74.92 26.2 smokes 0
## 5020 Urban 166.35 27.7 formerly smoked 0
## 5022 Urban 219.97 20.4 smokes 0
## 5023 Urban 69.56 34.3 never smoked 0
## 5024 Urban 59.53 29.1 never smoked 0
## 5026 Urban 97.11 23.5 formerly smoked 0
## 5027 Rural 80.70 35.8 formerly smoked 0
## 5029 Urban 92.54 27.5 formerly smoked 0
## 5030 Urban 55.94 26.6 never smoked 0
## 5031 Rural 80.28 32.6 smokes 0
## 5032 Rural 84.22 29.6 smokes 0
## 5033 Rural 182.52 32.7 smokes 0
## 5034 Rural 188.18 48.1 never smoked 0
## 5035 Rural 71.26 24.4 never smoked 0
## 5036 Rural 219.93 46.7 formerly smoked 0
## 5037 Urban 88.48 32.3 formerly smoked 0
## 5038 Urban 80.67 34.7 smokes 0
## 5039 Rural 78.58 29.0 never smoked 0
## 5040 Urban 163.22 28.0 never smoked 0
## 5041 Urban 88.55 31.2 never smoked 0
## 5044 Urban 60.57 20.7 never smoked 0
## 5046 Urban 118.38 27.7 never smoked 0
## 5047 Urban 85.19 26.4 formerly smoked 0
## 5050 Urban 199.35 36.6 smokes 0
## 5051 Urban 76.51 25.1 never smoked 0
## 5053 Rural 151.51 16.7 never smoked 0
## 5054 Rural 83.34 30.6 never smoked 0
## 5055 Urban 84.57 31.2 formerly smoked 0
## 5056 Urban 82.19 34.6 formerly smoked 0
## 5057 Rural 138.12 33.6 smokes 0
## 5058 Urban 75.62 27.7 formerly smoked 0
## 5059 Rural 85.99 37.4 never smoked 0
## 5060 Urban 64.01 22.7 never smoked 0
## 5061 Rural 108.99 28.7 smokes 0
## 5062 Rural 230.91 30.2 never smoked 0
## 5063 Rural 109.43 33.8 formerly smoked 0
## 5065 Urban 212.84 40.7 never smoked 0
## 5066 Urban 160.32 34.4 smokes 0
## 5067 Rural 132.45 31.7 never smoked 0
## 5069 Urban 58.14 25.7 formerly smoked 0
## 5072 Rural 57.13 20.5 smokes 0
## 5073 Urban 84.33 27.7 never smoked 0
## 5074 Urban 222.25 23.8 formerly smoked 0
## 5077 Urban 222.13 21.5 smokes 0
## 5078 Urban 94.27 31.6 never smoked 0
## 5079 Urban 146.27 25.9 formerly smoked 0
## 5080 Urban 63.63 35.8 never smoked 0
## 5081 Rural 70.30 35.2 never smoked 0
## 5082 Rural 82.41 28.6 formerly smoked 0
## 5083 Urban 76.22 25.8 smokes 0
## 5084 Rural 88.75 31.9 formerly smoked 0
## 5085 Urban 105.16 41.8 never smoked 0
## 5086 Urban 122.01 20.6 formerly smoked 0
## 5087 Rural 65.93 27.8 never smoked 0
## 5088 Rural 84.76 37.4 never smoked 0
## 5090 Urban 92.51 33.3 smokes 0
## 5093 Urban 84.02 30.5 never smoked 0
## 5094 Rural 100.03 29.5 never smoked 0
## 5098 Rural 69.61 25.9 formerly smoked 0
## 5100 Rural 56.37 27.4 never smoked 0
## 5102 Rural 96.59 22.4 formerly smoked 0
## 5103 Urban 100.67 34.9 never smoked 0
## 5104 Urban 72.54 25.7 never smoked 0
## 5106 Rural 55.83 32.3 smokes 0
## 5107 Urban 75.10 25.7 never smoked 0
## 5110 Urban 80.28 22.7 formerly smoked 0
## 5111 Urban 62.00 35.8 smokes 0
## 5113 Rural 75.32 34.5 never smoked 0
## 5114 Urban 208.85 27.7 smokes 0
## 5115 Rural 96.53 46.1 never smoked 0
## 5117 Urban 213.12 34.1 never smoked 0
## 5119 Urban 99.86 21.4 never smoked 0
## 5120 Urban 85.09 18.3 never smoked 0
## 5121 Urban 92.79 33.1 never smoked 0
## 5123 Rural 136.13 21.6 never smoked 0
## 5124 Rural 78.91 40.7 never smoked 0
## 5125 Rural 119.92 36.7 never smoked 0
## 5127 Urban 73.14 29.9 never smoked 0
## 5132 Rural 220.08 44.1 never smoked 0
## 5133 Urban 87.97 35.7 never smoked 0
## 5134 Rural 74.34 20.0 never smoked 0
## 5136 Urban 112.34 24.5 smokes 0
## 5141 Rural 102.39 34.0 formerly smoked 0
## 5142 Rural 87.00 19.8 never smoked 0
## 5144 Urban 75.11 32.2 formerly smoked 0
## 5145 Urban 147.81 40.1 never smoked 0
## 5147 Urban 109.43 37.6 smokes 0
## 5148 Urban 107.17 21.8 smokes 0
## 5149 Rural 135.73 33.6 formerly smoked 0
## 5150 Urban 79.79 29.7 never smoked 1
## 5151 Urban 85.72 26.0 never smoked 0
## 5153 Rural 74.33 44.4 never smoked 0
## 5154 Urban 78.61 24.4 never smoked 0
## 5155 Urban 95.04 30.3 formerly smoked 0
## 5156 Rural 78.62 43.3 never smoked 0
## 5157 Urban 108.27 18.9 smokes 0
## 5162 Rural 95.35 27.7 never smoked 0
## 5164 Rural 83.46 22.2 never smoked 0
## 5168 Rural 82.48 26.0 formerly smoked 0
## 5170 Rural 81.37 25.8 formerly smoked 0
## 5173 Urban 98.06 26.9 never smoked 0
## 5175 Urban 73.42 42.8 never smoked 0
## 5177 Rural 125.86 27.7 formerly smoked 0
## 5178 Rural 83.09 32.6 never smoked 0
## 5179 Rural 101.38 32.8 never smoked 0
## 5180 Rural 86.86 33.0 formerly smoked 0
## 5181 Urban 69.77 21.3 smokes 0
## 5182 Urban 76.92 25.7 formerly smoked 0
## 5183 Urban 55.58 27.0 never smoked 0
## 5184 Urban 100.00 26.2 never smoked 0
## 5185 Rural 100.43 22.6 never smoked 0
## 5186 Rural 73.26 28.0 never smoked 0
## 5188 Urban 84.28 18.2 never smoked 0
## 5189 Rural 73.55 27.9 smokes 0
## 5191 Urban 226.63 23.0 never smoked 0
## 5193 Rural 81.62 22.4 never smoked 0
## 5194 Urban 243.65 19.4 smokes 0
## 5196 Rural 61.60 28.5 never smoked 0
## 5197 Urban 206.83 27.7 never smoked 0
## 5198 Rural 101.01 23.9 smokes 0
## 5199 Urban 60.02 33.3 never smoked 0
## 5201 Rural 65.01 23.3 never smoked 0
## 5202 Urban 56.56 25.2 never smoked 0
## 5203 Urban 75.89 28.5 never smoked 0
## 5204 Urban 84.91 26.9 never smoked 0
## 5209 Rural 88.50 24.0 never smoked 0
## 5211 Rural 90.49 21.4 never smoked 0
## 5212 Urban 92.06 31.3 never smoked 0
## 5213 Urban 103.54 23.2 never smoked 0
## 5214 Rural 79.52 46.5 never smoked 0
## 5216 Rural 97.35 35.2 never smoked 0
## 5217 Rural 98.02 36.2 never smoked 0
## 5218 Urban 198.70 37.1 formerly smoked 0
## 5219 Rural 83.99 30.2 never smoked 0
## 5220 Rural 105.31 34.3 never smoked 0
## 5222 Urban 190.13 24.0 never smoked 0
## 5224 Urban 92.48 26.2 formerly smoked 0
## 5226 Rural 62.48 45.3 formerly smoked 0
## 5227 Urban 65.17 24.9 formerly smoked 0
## 5228 Urban 94.48 38.0 never smoked 0
## 5229 Rural 82.15 26.6 never smoked 0
## 5230 Rural 102.58 30.7 formerly smoked 0
## 5231 Rural 99.39 23.8 never smoked 0
## 5232 Rural 105.27 20.6 smokes 0
## 5233 Urban 249.76 45.4 formerly smoked 0
## 5234 Rural 108.24 25.9 never smoked 0
## 5236 Rural 208.02 42.8 smokes 0
## 5237 Rural 96.97 29.1 smokes 1
## 5238 Rural 101.90 30.3 formerly smoked 0
## 5239 Urban 122.68 32.1 formerly smoked 0
## 5240 Urban 108.44 25.1 smokes 0
## 5241 Rural 92.24 35.3 never smoked 0
## 5242 Urban 149.38 27.3 formerly smoked 0
## 5243 Rural 69.66 29.9 formerly smoked 0
## 5244 Rural 122.06 35.3 never smoked 0
## 5246 Urban 69.83 32.4 never smoked 0
## 5249 Rural 111.81 27.3 smokes 1
## 5252 Rural 85.95 38.5 formerly smoked 0
## 5253 Rural 98.55 43.8 never smoked 0
## 5254 Urban 78.49 39.2 never smoked 0
## 5255 Rural 151.92 42.5 never smoked 0
## 5256 Rural 100.11 37.8 never smoked 0
## 5257 Urban 91.70 26.3 smokes 0
## 5259 Rural 235.12 35.8 formerly smoked 0
## 5260 Urban 98.08 24.5 formerly smoked 0
## 5261 Urban 67.55 22.8 formerly smoked 0
## 5263 Urban 101.48 23.2 never smoked 0
## 5265 Rural 82.14 38.0 formerly smoked 0
## 5267 Rural 146.13 30.1 never smoked 0
## 5268 Urban 182.19 31.8 never smoked 0
## 5269 Urban 197.73 29.1 formerly smoked 0
## 5270 Rural 60.77 25.3 smokes 0
## 5271 Rural 114.21 23.7 never smoked 0
## 5272 Rural 102.79 22.8 smokes 0
## 5274 Urban 93.50 34.6 smokes 0
## 5275 Urban 65.79 32.0 never smoked 0
## 5276 Rural 110.04 24.0 never smoked 0
## 5277 Urban 69.24 24.2 never smoked 0
## 5280 Rural 102.66 22.7 formerly smoked 0
## 5282 Urban 72.38 34.0 never smoked 0
## 5284 Urban 76.83 34.6 smokes 0
## 5285 Rural 80.44 24.2 formerly smoked 0
## 5286 Rural 80.86 24.2 never smoked 0
## 5287 Urban 116.64 25.3 never smoked 0
## 5288 Urban 74.63 35.8 never smoked 0
## 5290 Urban 103.09 39.6 formerly smoked 0
## 5292 Rural 59.74 34.6 smokes 0
## 5293 Urban 93.21 22.9 smokes 0
## 5294 Rural 77.38 39.9 formerly smoked 0
## 5296 Urban 80.11 27.2 never smoked 0
## 5297 Rural 59.35 32.3 formerly smoked 1
## 5299 Rural 56.59 25.3 never smoked 0
## 5302 Urban 103.68 43.4 formerly smoked 0
## 5303 Urban 78.20 33.0 smokes 0
## 5304 Urban 88.17 35.2 never smoked 0
## 5306 Rural 74.37 25.9 never smoked 0
## 5308 Rural 103.37 23.7 never smoked 0
## 5309 Urban 90.35 21.7 never smoked 0
## 5310 Urban 108.34 40.6 formerly smoked 0
## 5311 Urban 86.94 41.1 formerly smoked 1
## 5313 Urban 190.39 25.4 smokes 0
## 5314 Urban 120.98 28.9 never smoked 0
## 5315 Rural 79.32 28.9 never smoked 0
## 5316 Urban 79.63 32.5 smokes 0
## 5317 Rural 201.97 27.7 formerly smoked 0
## 5318 Rural 95.71 27.9 smokes 0
## 5319 Urban 66.45 29.5 never smoked 0
## 5320 Rural 201.68 38.7 smokes 0
## 5326 Rural 234.03 43.2 smokes 0
## 5329 Urban 66.52 31.0 formerly smoked 0
## 5331 Urban 211.29 28.2 smokes 0
## 5332 Urban 128.15 25.9 smokes 0
## 5333 Rural 91.03 24.7 never smoked 0
## 5334 Rural 100.92 23.0 never smoked 0
## 5337 Urban 164.14 29.6 never smoked 0
## 5338 Rural 73.62 37.6 formerly smoked 0
## 5339 Urban 220.70 49.9 smokes 0
## 5340 Urban 82.26 26.1 never smoked 0
## 5343 Urban 192.72 27.7 never smoked 0
## 5345 Urban 102.62 23.6 never smoked 0
## 5346 Urban 75.50 35.8 smokes 0
## 5347 Urban 55.95 34.2 never smoked 0
## 5353 Urban 215.36 41.7 formerly smoked 0
## 5354 Rural 173.90 35.5 formerly smoked 0
## 5355 Rural 70.76 27.5 never smoked 0
## 5356 Urban 99.49 34.2 never smoked 0
## 5358 Urban 114.23 38.9 smokes 0
## 5359 Urban 100.41 36.6 never smoked 0
## 5360 Urban 92.83 31.8 never smoked 0
## 5361 Rural 108.98 25.8 formerly smoked 0
## 5362 Rural 91.58 41.7 never smoked 0
## 5363 Rural 74.58 43.7 never smoked 0
## 5364 Urban 93.97 32.3 formerly smoked 0
## 5365 Urban 97.87 44.7 never smoked 0
## 5367 Urban 98.52 32.3 never smoked 0
## 5368 Urban 115.16 25.7 never smoked 0
## 5370 Urban 59.82 36.2 never smoked 0
## 5371 Urban 114.08 22.6 never smoked 0
## 5372 Rural 66.50 32.5 never smoked 0
## 5373 Urban 83.03 45.9 smokes 0
## 5374 Rural 80.45 32.7 smokes 0
## 5376 Urban 88.78 27.7 smokes 0
## 5378 Urban 79.25 36.1 formerly smoked 0
## 5379 Urban 91.99 24.1 never smoked 0
## 5380 Urban 196.05 31.2 formerly smoked 0
## 5381 Urban 69.70 38.1 formerly smoked 0
## 5382 Urban 91.73 44.6 never smoked 0
## 5383 Urban 90.36 21.1 never smoked 0
## 5384 Urban 118.51 23.6 smokes 0
## 5385 Urban 55.53 31.3 smokes 0
## 5387 Urban 139.29 27.1 never smoked 0
## 5388 Rural 92.40 23.4 never smoked 0
## 5389 Urban 100.45 21.1 never smoked 0
## 5392 Urban 62.29 69.8 smokes 0
## 5394 Rural 80.43 25.9 smokes 0
## 5397 Rural 57.23 20.6 never smoked 0
## 5398 Urban 71.54 37.9 formerly smoked 0
## 5401 Rural 67.87 27.7 formerly smoked 0
## 5402 Urban 78.17 20.3 formerly smoked 0
## 5403 Urban 82.19 26.0 never smoked 0
## 5405 Rural 75.02 28.1 never smoked 0
## 5406 Urban 136.08 28.4 never smoked 0
## 5407 Urban 85.56 37.0 smokes 0
## 5408 Urban 88.11 28.9 never smoked 0
## 5409 Rural 87.73 21.2 never smoked 0
## 5411 Urban 91.03 35.2 never smoked 0
## 5412 Urban 100.82 28.1 smokes 0
## 5414 Urban 77.59 28.6 smokes 0
## 5415 Urban 89.23 25.2 never smoked 0
## 5421 Rural 123.55 22.7 never smoked 0
## 5422 Urban 98.49 37.2 never smoked 0
## 5423 Urban 77.40 23.2 smokes 0
## 5425 Urban 98.43 28.4 smokes 0
## 5428 Rural 121.99 28.0 smokes 0
## 5431 Urban 226.98 29.8 never smoked 1
## 5432 Urban 99.00 26.0 formerly smoked 0
## 5433 Urban 98.24 24.3 never smoked 0
## 5434 Urban 60.35 27.1 formerly smoked 0
## 5435 Urban 58.52 22.5 never smoked 0
## 5437 Rural 148.78 39.2 formerly smoked 0
## 5438 Urban 216.55 27.2 never smoked 0
## 5439 Rural 81.39 34.8 formerly smoked 0
## 5440 Rural 114.29 31.5 formerly smoked 0
## 5441 Urban 68.52 30.7 never smoked 0
## 5442 Urban 82.03 37.2 never smoked 0
## 5443 Urban 67.47 31.8 smokes 0
## 5446 Urban 75.39 30.7 smokes 0
## 5447 Rural 112.21 25.6 never smoked 0
## 5449 Rural 80.86 28.4 never smoked 0
## 5450 Urban 113.24 27.9 formerly smoked 0
## 5452 Rural 62.78 27.4 never smoked 0
## 5453 Rural 81.83 31.3 never smoked 0
## 5454 Urban 134.74 27.6 never smoked 0
## 5455 Rural 72.54 31.0 never smoked 0
## 5457 Urban 65.57 27.1 smokes 0
## 5458 Rural 151.22 27.7 smokes 0
## 5459 Urban 62.85 35.9 formerly smoked 0
## 5460 Urban 77.48 19.8 never smoked 0
## 5462 Urban 62.41 20.6 formerly smoked 0
## 5463 Rural 106.40 29.4 formerly smoked 0
## 5464 Urban 64.16 22.3 never smoked 0
## 5465 Rural 124.84 21.4 never smoked 0
## 5466 Urban 97.64 34.5 smokes 0
## 5469 Rural 114.36 24.4 smokes 0
## 5470 Rural 66.17 24.3 never smoked 0
## 5471 Rural 100.96 28.5 never smoked 0
## 5473 Rural 128.63 42.6 never smoked 0
## 5475 Urban 90.85 30.4 never smoked 0
## 5476 Rural 87.71 25.3 smokes 0
## 5477 Rural 82.47 33.0 formerly smoked 0
## 5479 Urban 75.83 28.3 never smoked 0
## 5480 Urban 84.46 42.0 never smoked 0
## 5481 Urban 86.04 37.0 formerly smoked 0
## 5482 Urban 68.54 34.0 smokes 0
## 5483 Rural 67.62 40.3 formerly smoked 0
## 5485 Urban 92.44 42.5 never smoked 0
## 5486 Urban 83.12 35.7 never smoked 0
## 5488 Rural 82.56 21.3 formerly smoked 0
## 5489 Rural 115.76 30.9 never smoked 0
## 5490 Rural 56.68 28.9 smokes 0
## 5491 Rural 85.93 24.9 smokes 0
## 5492 Rural 57.67 24.0 smokes 0
## 5494 Urban 87.15 30.4 formerly smoked 0
## 5495 Rural 92.20 38.2 never smoked 0
## 5496 Rural 86.46 25.6 formerly smoked 0
## 5497 Urban 113.04 35.8 never smoked 0
## 5499 Urban 86.59 27.7 never smoked 0
## 5502 Rural 95.55 36.1 formerly smoked 0
## 5503 Rural 201.55 39.7 formerly smoked 0
## 5504 Rural 229.90 35.8 smokes 0
## 5505 Rural 212.66 24.8 smokes 0
## 5506 Urban 91.36 36.7 never smoked 0
## 5507 Rural 112.30 23.2 never smoked 0
## 5511 Rural 91.59 29.4 formerly smoked 0
## 5513 Urban 106.42 26.0 never smoked 0
## 5515 Urban 64.75 30.8 never smoked 0
## 5516 Urban 228.12 38.8 formerly smoked 0
## 5517 Rural 69.04 39.5 never smoked 0
## 5519 Rural 75.23 32.8 smokes 0
## 5520 Urban 81.86 32.5 never smoked 0
## 5521 Rural 81.18 27.8 smokes 0
## 5522 Rural 62.33 36.5 never smoked 0
## 5523 Rural 90.89 20.6 smokes 0
## 5526 Urban 123.24 24.3 never smoked 0
## 5527 Rural 75.71 29.7 formerly smoked 0
## 5529 Urban 150.55 23.6 never smoked 0
## 5533 Rural 62.45 31.6 never smoked 0
## 5534 Urban 97.33 30.3 smokes 0
## 5535 Rural 85.58 38.9 formerly smoked 0
## 5536 Urban 96.69 25.2 smokes 0
## 5537 Urban 67.50 30.4 never smoked 0
## 5539 Rural 102.26 26.9 never smoked 0
## 5540 Urban 216.65 37.2 never smoked 0
## 5541 Rural 90.44 27.4 never smoked 0
## 5542 Rural 84.59 27.7 smokes 0
## 5544 Urban 115.89 24.8 never smoked 0
## 5545 Rural 226.74 43.2 formerly smoked 0
## 5548 Rural 80.83 28.3 smokes 0
## 5549 Rural 100.75 24.4 never smoked 0
## 5553 Urban 78.96 30.1 never smoked 0
## 5554 Rural 72.45 38.9 formerly smoked 0
## 5555 Rural 66.67 28.2 formerly smoked 0
## 5557 Rural 89.33 43.1 formerly smoked 0
## 5561 Urban 81.04 17.1 never smoked 0
## 5562 Urban 87.25 28.1 never smoked 0
## 5563 Rural 79.89 23.0 smokes 0
## 5564 Rural 106.04 27.6 never smoked 0
## 5565 Urban 122.31 41.0 never smoked 0
## 5566 Rural 79.80 41.6 formerly smoked 0
## 5567 Rural 65.50 25.4 formerly smoked 0
## 5568 Rural 145.47 27.7 never smoked 0
## 5569 Rural 83.26 30.0 never smoked 0
## 5570 Rural 95.24 30.3 formerly smoked 0
## 5571 Rural 63.55 27.0 never smoked 0
## 5572 Urban 68.13 25.7 formerly smoked 0
## 5574 Rural 78.01 23.8 never smoked 0
## 5576 Urban 79.32 23.9 never smoked 0
## 5578 Urban 72.81 26.3 never smoked 1
## 5579 Urban 79.33 25.7 never smoked 0
## 5581 Urban 74.59 34.8 never smoked 0
## 5582 Urban 87.22 29.5 smokes 0
## 5584 Urban 98.99 36.1 never smoked 0
## 5586 Urban 75.89 38.0 smokes 0
## 5587 Urban 111.03 36.0 never smoked 0
## 5588 Urban 105.19 28.8 formerly smoked 0
## 5589 Urban 91.19 36.6 never smoked 0
## 5591 Urban 104.34 20.0 never smoked 0
## 5594 Rural 75.66 21.5 never smoked 0
## 5596 Urban 108.69 33.5 never smoked 0
## 5597 Rural 79.93 23.3 never smoked 0
## 5598 Urban 100.70 25.1 smokes 0
## 5599 Urban 68.02 37.5 never smoked 1
## 5600 Urban 73.05 37.6 smokes 0
## 5601 Rural 83.43 33.6 formerly smoked 0
## 5602 Rural 212.78 54.1 formerly smoked 0
## 5604 Urban 91.87 22.1 formerly smoked 0
## 5605 Rural 182.67 29.0 smokes 0
## 5607 Urban 84.98 27.7 formerly smoked 0
## 5609 Rural 75.94 39.5 smokes 0
## 5610 Urban 160.14 31.2 smokes 0
## 5611 Rural 62.88 30.1 formerly smoked 0
## 5612 Rural 113.06 28.0 smokes 0
## 5613 Urban 91.98 26.3 formerly smoked 0
## 5614 Rural 79.54 24.9 smokes 0
## 5615 Urban 65.09 45.7 never smoked 0
## 5616 Urban 91.48 25.3 smokes 0
## 5617 Urban 139.40 25.6 formerly smoked 0
## 5618 Urban 89.18 34.7 never smoked 0
## 5620 Urban 98.51 26.5 formerly smoked 0
## 5622 Urban 77.69 24.4 never smoked 0
## 5626 Rural 145.04 27.1 smokes 0
## 5627 Rural 104.89 22.4 never smoked 0
## 5628 Urban 81.98 34.2 never smoked 0
## 5630 Rural 144.51 25.2 smokes 0
## 5631 Rural 79.55 22.1 never smoked 0
## 5632 Urban 79.36 27.8 never smoked 0
## 5633 Rural 74.95 36.6 formerly smoked 0
## 5635 Urban 75.86 22.7 formerly smoked 0
## 5637 Urban 69.80 29.7 never smoked 0
## 5638 Rural 150.54 25.6 smokes 0
## 5639 Rural 73.96 19.0 never smoked 0
## 5640 Urban 82.82 32.3 formerly smoked 0
## 5641 Rural 92.66 23.9 formerly smoked 0
## 5645 Rural 139.64 42.7 never smoked 0
## 5646 Urban 126.65 28.1 never smoked 0
## 5647 Urban 103.31 23.1 never smoked 0
## 5650 Rural 91.28 39.4 never smoked 0
## 5652 Urban 84.80 30.9 smokes 0
## 5653 Urban 77.89 31.2 smokes 0
## 5656 Rural 62.54 41.3 smokes 0
## 5657 Urban 117.96 24.6 never smoked 0
## 5660 Rural 119.73 25.8 smokes 0
## 5661 Urban 90.89 32.0 smokes 0
## 5662 Rural 89.78 31.2 never smoked 0
## 5663 Urban 94.76 32.5 formerly smoked 0
## 5664 Rural 158.97 39.2 never smoked 0
## 5666 Urban 93.64 31.1 never smoked 0
## 5667 Rural 113.63 28.8 never smoked 0
## 5668 Rural 80.87 27.7 formerly smoked 0
## 5669 Urban 95.39 38.2 never smoked 0
## 5670 Urban 94.18 28.0 formerly smoked 0
## 5671 Urban 59.98 23.3 never smoked 0
## 5673 Urban 164.55 30.5 smokes 0
## 5674 Rural 80.78 54.1 formerly smoked 0
## 5675 Rural 113.62 23.0 never smoked 0
## 5676 Urban 125.70 33.9 formerly smoked 0
## 5678 Urban 80.59 30.7 never smoked 0
## 5679 Rural 98.66 30.9 never smoked 0
## 5680 Urban 115.13 24.6 smokes 0
## 5681 Urban 73.26 40.1 formerly smoked 0
## 5682 Rural 121.16 25.3 never smoked 0
## 5683 Rural 88.60 22.5 smokes 0
## 5684 Rural 81.35 34.8 formerly smoked 0
## 5685 Rural 83.10 28.4 never smoked 0
## 5687 Rural 121.75 25.9 smokes 0
## 5689 Rural 65.14 16.7 smokes 0
## 5690 Rural 70.68 35.6 never smoked 0
## 5691 Urban 67.77 32.7 smokes 0
## 5692 Urban 232.18 47.1 never smoked 0
## 5693 Urban 203.30 31.5 formerly smoked 0
## 5694 Urban 65.77 28.6 formerly smoked 0
## 5696 Urban 73.84 31.1 never smoked 0
## 5698 Urban 74.94 32.6 never smoked 0
## 5699 Urban 200.62 28.1 never smoked 0
## 5702 Rural 99.33 31.7 formerly smoked 0
## 5703 Urban 90.99 25.3 never smoked 0
## 5704 Rural 175.78 27.7 smokes 0
## 5705 Rural 92.37 18.5 never smoked 0
## 5706 Urban 65.83 27.6 smokes 0
## 5707 Rural 201.54 37.9 smokes 0
## 5708 Urban 57.15 35.3 never smoked 0
## 5709 Urban 72.12 28.2 formerly smoked 0
## 5710 Rural 75.39 29.9 smokes 0
## 5711 Rural 90.73 23.1 smokes 0
## 5712 Rural 83.87 25.7 smokes 0
## 5713 Rural 104.98 21.7 smokes 0
## 5714 Urban 85.00 25.3 never smoked 0
## 5717 Urban 99.61 27.1 never smoked 0
## 5719 Rural 72.07 18.7 smokes 0
## 5720 Urban 227.41 27.7 never smoked 0
## 5721 Rural 65.23 40.5 never smoked 0
## 5722 Rural 73.99 30.0 formerly smoked 0
## 5724 Rural 84.49 29.0 never smoked 0
## 5727 Urban 76.63 27.1 never smoked 0
## 5728 Rural 75.12 28.2 never smoked 0
## 5731 Rural 116.47 27.7 formerly smoked 0
## 5732 Urban 92.26 23.0 never smoked 0
## 5733 Rural 195.35 30.4 never smoked 0
## 5734 Rural 91.58 26.6 formerly smoked 0
## 5736 Urban 59.79 40.3 smokes 0
## 5737 Rural 87.21 23.8 smokes 0
## 5738 Urban 225.58 32.7 smokes 0
## 5739 Urban 83.40 26.2 never smoked 0
## 5741 Urban 124.84 26.2 formerly smoked 0
## 5743 Urban 100.90 25.7 never smoked 0
## 5744 Urban 113.85 27.7 formerly smoked 0
## 5745 Urban 58.55 22.3 never smoked 0
## 5746 Urban 73.47 34.7 never smoked 0
## 5749 Rural 72.73 25.6 never smoked 0
## 5750 Urban 89.51 24.7 never smoked 0
## 5752 Urban 66.59 30.0 never smoked 0
## 5754 Rural 78.18 24.8 formerly smoked 0
## 5755 Rural 73.52 28.3 never smoked 0
## 5756 Urban 105.85 21.9 formerly smoked 0
## 5757 Rural 92.38 33.3 formerly smoked 0
## 5759 Urban 216.35 27.7 never smoked 0
## 5760 Urban 100.90 32.4 never smoked 0
## 5762 Rural 97.05 38.8 formerly smoked 0
## 5763 Urban 62.14 29.8 never smoked 0
## 5765 Rural 72.28 39.8 never smoked 0
## 5766 Rural 67.45 26.8 formerly smoked 0
## 5767 Urban 88.26 27.6 never smoked 0
## 5770 Rural 63.03 36.1 never smoked 0
## 5771 Rural 84.85 27.8 formerly smoked 0
## 5772 Rural 64.14 29.4 never smoked 1
## 5773 Urban 101.90 32.6 formerly smoked 0
## 5775 Urban 91.56 24.3 never smoked 0
## 5776 Rural 92.18 27.7 never smoked 0
## 5777 Rural 78.48 31.5 formerly smoked 0
## 5778 Rural 68.46 27.7 never smoked 0
## 5779 Rural 67.40 21.9 never smoked 0
## 5780 Rural 235.63 32.3 never smoked 1
## 5781 Urban 87.43 31.6 never smoked 0
## 5782 Rural 115.17 41.9 never smoked 0
## 5783 Urban 102.04 16.8 never smoked 0
## 5784 Rural 76.34 24.4 formerly smoked 1
## 5786 Urban 77.55 26.8 never smoked 0
## 5787 Rural 80.00 37.9 never smoked 0
## 5788 Rural 93.87 24.6 smokes 0
## 5790 Rural 84.27 30.2 formerly smoked 0
## 5792 Rural 107.48 29.0 never smoked 0
## 5793 Urban 133.81 30.2 formerly smoked 0
## 5795 Rural 196.71 29.4 never smoked 0
## 5797 Rural 79.25 28.2 smokes 0
## 5798 Rural 69.64 26.7 formerly smoked 0
## 5799 Urban 198.29 27.7 smokes 0
## 5800 Rural 195.63 27.7 formerly smoked 0
## 5803 Rural 109.92 35.6 never smoked 0
## 5804 Rural 73.39 28.2 formerly smoked 0
## 5805 Urban 118.40 46.7 never smoked 0
## 5806 Urban 57.88 34.0 formerly smoked 0
## 5807 Urban 93.53 33.7 formerly smoked 0
## 5808 Urban 71.07 27.1 never smoked 0
## 5809 Rural 72.58 32.4 formerly smoked 0
## 5811 Urban 101.04 26.1 formerly smoked 0
## 5812 Rural 104.37 49.4 formerly smoked 0
## 5813 Urban 111.57 28.9 never smoked 0
## 5816 Urban 69.66 26.3 never smoked 0
## 5817 Rural 98.10 24.9 never smoked 0
## 5819 Rural 115.89 29.9 never smoked 0
## 5821 Urban 57.16 23.5 smokes 0
## 5822 Urban 135.94 28.7 never smoked 0
## 5823 Urban 98.68 28.4 smokes 0
## 5824 Rural 122.80 33.6 never smoked 0
## 5825 Urban 102.55 31.6 never smoked 0
## 5826 Rural 73.81 24.0 never smoked 0
## 5827 Urban 111.56 20.2 never smoked 0
## 5829 Urban 110.99 27.7 formerly smoked 0
## 5831 Urban 109.99 31.0 formerly smoked 0
## 5832 Urban 96.04 32.8 never smoked 0
## 5833 Urban 81.21 29.8 formerly smoked 0
## 5835 Rural 81.88 26.5 never smoked 0
## 5838 Urban 84.86 33.2 smokes 0
## 5840 Urban 80.98 25.6 never smoked 0
## 5841 Urban 234.74 26.2 never smoked 0
## 5842 Urban 125.41 31.0 formerly smoked 0
## 5843 Rural 144.69 41.0 formerly smoked 0
## 5844 Rural 73.39 26.1 never smoked 0
## 5845 Urban 93.21 26.6 smokes 0
## 5847 Rural 64.49 23.8 never smoked 0
## 5849 Urban 77.47 35.8 never smoked 0
## 5852 Rural 98.47 30.3 never smoked 0
## 5854 Urban 129.88 28.6 never smoked 0
## 5855 Urban 55.74 26.9 never smoked 0
## 5857 Urban 261.19 20.3 smokes 0
## 5858 Urban 104.68 31.3 smokes 0
## 5859 Rural 63.64 23.8 never smoked 0
## 5860 Rural 68.02 28.4 never smoked 0
## 5861 Urban 82.80 23.4 never smoked 0
## 5862 Rural 132.98 29.7 never smoked 0
## 5863 Rural 147.12 35.9 never smoked 0
## 5864 Urban 102.70 27.1 smokes 0
## 5865 Rural 142.93 29.0 never smoked 0
## 5866 Urban 103.08 26.5 formerly smoked 0
## 5868 Urban 228.65 33.0 smokes 0
## 5872 Urban 134.96 21.2 never smoked 0
## 5875 Urban 90.32 36.4 smokes 0
## 5876 Urban 126.32 34.6 formerly smoked 0
## 5877 Urban 89.97 23.5 smokes 0
## 5879 Urban 95.03 28.2 never smoked 0
## 5880 Urban 106.86 33.8 never smoked 0
## 5881 Urban 116.29 32.0 never smoked 0
## 5882 Rural 74.78 29.8 formerly smoked 0
## 5886 Rural 81.46 24.7 never smoked 0
## 5887 Rural 151.80 25.5 smokes 0
## 5888 Rural 93.65 37.1 smokes 0
## 5889 Rural 80.81 18.4 never smoked 0
## 5891 Rural 79.96 41.7 never smoked 0
## 5892 Urban 96.05 20.7 never smoked 0
## 5893 Urban 62.91 24.1 smokes 0
## 5895 Rural 240.59 31.4 smokes 1
## 5898 Urban 74.46 19.8 never smoked 0
## 5900 Rural 87.30 38.2 formerly smoked 0
## 5901 Urban 91.39 19.6 never smoked 0
## 5904 Rural 184.53 24.3 never smoked 0
## 5906 Rural 105.82 29.6 smokes 0
## 5907 Urban 88.48 21.8 smokes 0
## 5909 Urban 76.17 26.9 never smoked 0
## 5910 Rural 78.08 30.5 never smoked 0
## 5911 Rural 95.33 28.4 smokes 0
## 5912 Urban 65.20 21.6 never smoked 0
## 5913 Urban 81.23 28.6 formerly smoked 0
## 5915 Rural 139.81 26.0 never smoked 0
## 5916 Rural 60.98 25.4 never smoked 0
## 5919 Rural 72.04 35.4 smokes 0
## 5922 Urban 75.17 33.3 formerly smoked 0
## 5923 Rural 106.36 22.8 never smoked 0
## 5924 Urban 158.08 25.3 never smoked 0
## 5925 Rural 87.52 20.4 never smoked 0
## 5926 Urban 69.55 26.3 never smoked 0
## 5927 Urban 123.46 28.9 smokes 0
## 5928 Rural 89.93 31.9 formerly smoked 0
## 5931 Urban 89.31 24.4 smokes 0
## 5932 Rural 92.56 29.4 never smoked 0
## 5933 Rural 110.24 27.5 never smoked 0
## 5934 Rural 71.57 30.0 never smoked 0
## 5935 Urban 63.14 23.9 never smoked 0
## 5936 Rural 67.21 32.7 never smoked 0
## 5937 Rural 72.17 29.0 never smoked 0
## 5938 Urban 87.99 21.1 never smoked 0
## 5941 Urban 69.88 55.0 never smoked 0
## 5943 Rural 80.70 35.7 never smoked 0
## 5945 Rural 86.81 42.2 never smoked 0
## 5946 Urban 183.56 25.9 never smoked 0
## 5947 Rural 75.47 24.3 never smoked 0
## 5948 Rural 228.04 28.5 smokes 0
## 5949 Urban 100.25 36.9 formerly smoked 0
## 5950 Rural 77.73 33.0 smokes 0
## 5951 Rural 218.90 43.1 formerly smoked 0
## 5952 Rural 98.81 27.7 formerly smoked 0
## 5953 Rural 101.26 26.7 formerly smoked 0
## 5954 Rural 210.67 36.0 smokes 0
## 5957 Rural 93.03 34.6 never smoked 0
## 5960 Rural 213.03 44.1 never smoked 0
## 5961 Rural 59.51 28.9 never smoked 0
## 5962 Rural 104.84 22.0 never smoked 0
## 5963 Urban 94.37 39.6 never smoked 0
## 5966 Rural 97.43 26.2 formerly smoked 0
## 5968 Rural 86.41 40.3 formerly smoked 0
## 5969 Urban 218.21 36.8 smokes 0
## 5970 Urban 90.60 27.3 smokes 0
## 5971 Rural 158.82 33.6 smokes 0
## 5973 Rural 239.16 45.0 smokes 0
## 5974 Urban 93.22 26.1 formerly smoked 0
## 5975 Urban 94.82 26.8 smokes 0
## 5976 Rural 201.03 34.5 never smoked 0
## 5978 Rural 89.98 32.6 smokes 0
## 5979 Rural 100.92 22.8 smokes 0
## 5980 Urban 80.74 29.0 formerly smoked 0
## 5982 Urban 78.92 27.7 formerly smoked 1
## 5983 Rural 170.76 29.3 formerly smoked 0
## 5984 Rural 85.04 22.4 formerly smoked 0
## 5985 Urban 61.73 33.6 smokes 0
## 5988 Urban 80.71 21.6 never smoked 0
## 5989 Rural 83.09 24.8 smokes 0
## 5990 Urban 118.05 29.0 never smoked 0
## 5993 Urban 94.22 35.2 formerly smoked 0
## 5995 Urban 79.50 35.8 never smoked 0
## 5997 Urban 83.45 26.5 never smoked 0
## 5998 Urban 219.49 43.4 formerly smoked 0
## 6000 Rural 193.51 22.5 never smoked 0
## 6001 Urban 232.26 39.4 smokes 0
## 6002 Urban 99.37 24.8 never smoked 0
## 6003 Rural 83.83 26.7 smokes 0
## 6004 Rural 66.26 22.1 never smoked 0
## 6005 Urban 85.03 27.3 smokes 0
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## 6008 Rural 84.49 27.7 smokes 0
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## 6011 Urban 60.73 26.7 never smoked 0
## 6012 Urban 115.29 25.8 smokes 0
## 6013 Rural 109.18 34.1 formerly smoked 0
## 6014 Rural 116.03 25.3 formerly smoked 0
## 6016 Rural 99.64 28.0 never smoked 0
## 6020 Rural 56.40 37.2 formerly smoked 0
## 6021 Rural 65.90 30.4 never smoked 0
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## 6023 Urban 94.74 28.8 never smoked 0
## 6025 Rural 220.76 50.1 never smoked 0
## 6026 Rural 98.94 30.0 never smoked 0
## 6027 Rural 200.91 30.9 formerly smoked 0
## 6028 Urban 74.61 22.2 smokes 0
## 6030 Urban 69.65 22.6 never smoked 0
## 6031 Urban 107.37 45.3 never smoked 0
## 6034 Urban 83.86 27.7 formerly smoked 0
## 6037 Urban 71.56 44.8 smokes 0
## 6039 Rural 189.10 27.7 formerly smoked 0
## 6040 Rural 198.13 27.6 formerly smoked 0
## 6041 Rural 127.49 38.4 never smoked 0
## 6043 Rural 191.26 29.8 formerly smoked 0
## 6044 Rural 104.55 24.1 never smoked 0
## 6045 Rural 105.94 23.8 formerly smoked 0
## 6047 Rural 56.13 27.7 formerly smoked 0
## 6049 Rural 95.92 22.5 never smoked 0
## 6050 Rural 65.64 28.1 smokes 0
## 6051 Rural 105.16 28.0 never smoked 0
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## 6053 Rural 105.60 35.7 smokes 0
## 6055 Urban 79.75 27.1 smokes 0
## 6058 Rural 181.74 29.8 smokes 0
## 6059 Urban 68.85 26.0 never smoked 0
## 6060 Urban 82.81 28.0 never smoked 1
## 6062 Urban 212.44 31.1 smokes 0
## 6063 Urban 78.56 22.4 smokes 0
## 6064 Rural 122.06 24.0 never smoked 0
## 6066 Rural 121.84 23.2 never smoked 0
## 6067 Urban 57.12 20.5 never smoked 0
## 6068 Urban 63.84 47.2 formerly smoked 0
## 6069 Urban 70.58 25.4 formerly smoked 0
## 6071 Rural 109.87 39.7 never smoked 0
## 6073 Urban 93.56 34.7 formerly smoked 0
## 6074 Rural 109.17 27.7 formerly smoked 0
## 6076 Rural 87.19 23.0 smokes 0
## 6077 Urban 94.62 35.8 never smoked 0
## 6078 Urban 90.92 35.8 formerly smoked 0
## 6079 Rural 190.32 31.4 never smoked 1
## 6080 Rural 110.76 22.3 never smoked 0
## 6082 Urban 86.48 20.8 never smoked 0
## 6083 Urban 142.03 25.7 formerly smoked 0
## 6087 Rural 107.03 31.8 formerly smoked 0
## 6089 Urban 91.06 29.6 never smoked 0
## 6090 Urban 88.94 24.4 formerly smoked 0
## 6091 Urban 70.52 20.6 formerly smoked 0
## 6092 Urban 115.78 16.4 formerly smoked 0
## 6093 Urban 117.17 29.7 smokes 0
## 6094 Rural 90.97 22.5 never smoked 0
## 6095 Rural 89.70 23.1 never smoked 0
## 6096 Urban 96.88 35.8 never smoked 0
## 6098 Rural 100.31 26.3 smokes 0
## 6101 Urban 230.46 35.8 formerly smoked 0
## 6103 Rural 244.27 35.3 never smoked 0
## 6105 Rural 61.08 25.1 formerly smoked 0
## 6106 Urban 176.62 29.4 never smoked 0
## 6107 Rural 84.10 36.2 formerly smoked 0
## 6110 Urban 72.68 29.2 smokes 0
## 6111 Rural 130.24 31.1 smokes 0
## 6112 Rural 81.39 56.4 smokes 0
## 6113 Rural 66.52 26.3 formerly smoked 0
## 6114 Urban 85.20 26.6 smokes 0
## 6115 Rural 75.58 36.0 never smoked 0
## 6119 Rural 67.95 33.3 formerly smoked 0
## 6120 Urban 228.13 36.0 never smoked 0
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## 6122 Urban 94.10 24.2 smokes 0
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## 6124 Rural 74.38 30.0 formerly smoked 0
## 6125 Urban 59.50 25.9 never smoked 0
## 6126 Urban 76.77 39.5 never smoked 0
## 6127 Urban 77.23 21.2 never smoked 0
## 6129 Rural 139.98 26.8 never smoked 0
## 6130 Rural 78.59 38.7 never smoked 0
## 6132 Urban 203.10 29.4 never smoked 0
## 6133 Rural 219.66 38.1 never smoked 0
## 6134 Rural 56.00 18.4 never smoked 0
## 6137 Rural 81.68 29.1 formerly smoked 0
## 6140 Rural 94.59 33.3 never smoked 0
## 6142 Urban 121.11 27.0 never smoked 0
## 6143 Urban 86.76 21.2 formerly smoked 0
## 6144 Rural 136.14 21.6 never smoked 0
## 6145 Urban 98.48 31.8 smokes 0
## 6146 Rural 69.47 28.5 never smoked 0
## 6147 Urban 117.11 30.9 never smoked 0
## 6148 Urban 222.43 38.3 formerly smoked 0
## 6149 Rural 215.66 25.0 never smoked 0
## 6150 Rural 231.61 34.6 formerly smoked 1
## 6151 Urban 70.07 26.2 never smoked 0
## 6152 Rural 71.89 30.7 never smoked 0
## 6154 Urban 93.07 27.9 never smoked 0
## 6155 Urban 106.10 51.1 formerly smoked 0
## 6158 Rural 69.76 27.7 never smoked 0
## 6159 Rural 80.40 38.9 formerly smoked 0
## 6161 Urban 82.93 23.0 never smoked 0
## 6164 Urban 195.87 27.7 never smoked 0
## 6166 Rural 238.36 33.6 smokes 0
## 6167 Urban 106.19 27.1 smokes 0
## 6168 Rural 199.61 25.2 smokes 0
## 6170 Rural 68.93 22.2 formerly smoked 0
## 6171 Urban 269.75 38.5 never smoked 0
## 6172 Urban 102.99 18.9 never smoked 0
## 6173 Rural 76.30 29.3 never smoked 0
## 6174 Rural 58.55 21.1 formerly smoked 0
## 6175 Urban 128.45 33.9 never smoked 0
## 6178 Urban 109.68 29.8 smokes 0
## 6179 Urban 122.35 24.6 never smoked 0
## 6180 Urban 137.47 31.1 never smoked 0
## 6181 Urban 86.58 36.5 formerly smoked 0
## 6182 Urban 98.25 22.1 never smoked 0
## 6184 Rural 113.57 41.1 smokes 0
## 6185 Rural 87.07 31.7 smokes 0
## 6186 Rural 104.83 23.8 never smoked 0
## 6188 Urban 128.20 29.3 smokes 0
## 6189 Rural 101.78 34.8 never smoked 0
## 6190 Urban 62.31 29.1 never smoked 0
## 6191 Rural 187.47 31.1 formerly smoked 0
## 6192 Rural 75.96 19.3 never smoked 0
## 6193 Urban 72.72 29.5 smokes 0
## 6196 Urban 222.53 28.5 never smoked 0
## 6197 Rural 201.74 35.5 never smoked 0
## 6199 Rural 106.30 33.1 never smoked 0
## 6200 Rural 95.13 28.7 smokes 0
## 6202 Rural 75.29 29.8 formerly smoked 0
## 6206 Rural 80.59 32.1 never smoked 0
## 6207 Rural 69.74 27.6 never smoked 0
## 6208 Rural 55.91 38.1 formerly smoked 0
## 6211 Urban 77.79 31.3 never smoked 0
## 6212 Rural 113.61 33.0 never smoked 0
## 6213 Rural 160.75 25.6 formerly smoked 0
## 6214 Urban 84.26 30.1 never smoked 0
## 6215 Rural 215.92 32.0 formerly smoked 0
## 6216 Rural 191.96 31.9 never smoked 0
## 6218 Urban 187.45 36.8 smokes 0
## 6219 Rural 138.69 30.8 formerly smoked 0
## 6221 Rural 93.72 32.2 never smoked 0
## 6222 Urban 136.88 29.6 formerly smoked 0
## 6223 Rural 117.93 46.1 never smoked 0
## 6224 Urban 93.63 25.2 never smoked 0
## 6226 Rural 105.26 47.5 never smoked 0
## 6228 Urban 71.40 36.7 formerly smoked 0
## 6229 Urban 143.80 38.0 never smoked 0
## 6230 Urban 79.18 20.3 smokes 0
## 6231 Rural 77.03 36.0 never smoked 0
## 6232 Urban 68.21 27.0 smokes 0
## 6233 Urban 101.25 29.2 formerly smoked 0
## 6234 Rural 55.68 18.8 never smoked 0
## 6235 Rural 68.08 33.0 never smoked 0
## 6237 Rural 80.64 30.5 never smoked 0
## 6238 Urban 80.98 16.4 never smoked 0
## 6239 Rural 109.34 26.5 never smoked 0
## 6241 Rural 96.28 23.5 smokes 0
## 6242 Urban 94.00 35.7 smokes 0
## 6243 Rural 66.54 23.9 smokes 0
## 6244 Rural 89.17 33.5 smokes 0
## 6245 Rural 85.80 37.5 smokes 0
## 6246 Urban 85.58 41.6 never smoked 0
## 6247 Rural 57.16 38.4 smokes 0
## 6248 Rural 75.47 27.2 never smoked 0
## 6249 Rural 122.14 19.2 never smoked 0
## 6250 Rural 83.56 21.1 never smoked 0
## 6251 Urban 117.14 38.9 formerly smoked 0
## 6252 Rural 61.02 28.9 never smoked 0
## 6253 Rural 86.18 22.6 formerly smoked 0
## 6254 Urban 103.55 24.1 never smoked 0
## 6257 Rural 85.36 34.4 never smoked 0
## 6258 Urban 60.79 29.5 formerly smoked 0
## 6260 Urban 122.32 21.3 smokes 0
## 6261 Urban 75.67 22.9 never smoked 0
## 6262 Urban 141.60 37.2 never smoked 0
## 6264 Rural 81.92 35.7 formerly smoked 0
## 6266 Urban 85.00 29.9 smokes 0
## 6267 Rural 62.34 32.0 never smoked 0
## 6268 Urban 75.09 30.6 never smoked 0
## 6269 Rural 101.15 19.1 never smoked 0
## 6272 Rural 77.24 28.0 smokes 0
## 6273 Urban 90.22 37.6 never smoked 0
## 6274 Rural 208.01 35.5 smokes 0
## 6275 Urban 97.54 24.6 never smoked 0
## 6276 Urban 82.30 27.7 smokes 1
## 6277 Urban 57.02 17.1 formerly smoked 0
## 6279 Rural 111.72 27.7 smokes 0
## 6280 Urban 78.74 23.7 never smoked 0
## 6285 Urban 69.86 46.6 never smoked 0
## 6286 Urban 74.23 36.5 formerly smoked 0
## 6287 Rural 76.37 38.6 formerly smoked 0
## 6288 Rural 106.27 32.8 never smoked 0
## 6289 Urban 110.09 24.1 never smoked 0
## 6290 Urban 198.16 28.9 smokes 0
## 6292 Urban 123.43 28.2 never smoked 0
## 6293 Urban 82.74 25.4 formerly smoked 0
## 6300 Rural 223.00 30.0 never smoked 0
## 6303 Urban 78.22 19.7 never smoked 0
## 6304 Urban 76.41 20.4 never smoked 0
## 6305 Rural 93.53 22.5 formerly smoked 0
## 6306 Urban 105.97 32.6 never smoked 0
## 6307 Rural 94.74 33.6 never smoked 0
## 6308 Urban 69.36 31.6 formerly smoked 0
## 6309 Rural 59.39 28.4 never smoked 0
## 6310 Rural 79.62 27.4 smokes 0
## 6311 Urban 60.51 24.6 formerly smoked 0
## 6312 Urban 67.37 23.8 smokes 0
## 6313 Urban 116.74 28.6 never smoked 0
## 6314 Urban 100.39 44.2 formerly smoked 0
## 6315 Urban 89.12 30.8 never smoked 0
## 6317 Urban 183.10 26.2 never smoked 0
## 6318 Rural 85.11 35.9 smokes 0
## 6319 Urban 94.21 23.3 smokes 0
## 6320 Rural 110.70 21.2 never smoked 0
## 6321 Urban 123.60 48.6 never smoked 0
## 6322 Rural 91.20 51.6 smokes 0
## 6323 Urban 60.46 24.8 never smoked 0
## 6324 Rural 78.77 26.9 never smoked 0
## 6325 Rural 73.85 17.9 smokes 0
## 6327 Urban 68.93 26.7 never smoked 0
## 6328 Rural 62.75 29.6 never smoked 0
## 6329 Urban 66.59 25.2 smokes 0
## 6330 Urban 84.31 22.2 smokes 0
## 6331 Rural 91.89 23.3 never smoked 0
## 6333 Rural 100.40 26.5 smokes 0
## 6334 Rural 135.11 33.9 formerly smoked 0
## 6335 Rural 205.09 27.7 never smoked 0
## 6336 Urban 81.94 25.3 smokes 0
## 6339 Rural 55.20 30.3 never smoked 0
## 6340 Urban 89.89 28.6 never smoked 0
## 6344 Rural 84.48 25.6 formerly smoked 0
## 6345 Urban 60.96 27.4 never smoked 0
## 6347 Urban 94.23 32.6 never smoked 0
## 6348 Urban 77.84 30.7 formerly smoked 0
## 6349 Urban 94.47 23.0 formerly smoked 0
## 6351 Rural 96.63 27.8 formerly smoked 0
## 6352 Rural 73.18 30.3 formerly smoked 1
## 6354 Rural 115.37 25.8 never smoked 0
## 6355 Urban 209.73 34.2 never smoked 0
## 6356 Urban 190.52 23.0 smokes 0
## 6359 Rural 208.52 39.6 formerly smoked 0
## 6361 Urban 125.77 23.0 smokes 0
## 6362 Rural 69.80 21.8 never smoked 0
## 6363 Rural 159.59 21.7 never smoked 0
## 6364 Rural 81.26 34.7 formerly smoked 0
## 6366 Urban 190.88 28.4 never smoked 0
## 6367 Urban 255.37 31.4 never smoked 0
## 6368 Urban 93.76 29.1 formerly smoked 0
## 6370 Urban 89.96 34.3 never smoked 0
## 6371 Urban 68.49 18.7 never smoked 0
## 6373 Urban 71.82 29.2 never smoked 0
## 6374 Urban 86.91 28.6 formerly smoked 0
## 6377 Urban 66.56 23.2 formerly smoked 0
## 6378 Rural 94.84 22.3 smokes 0
## 6379 Rural 117.81 26.5 never smoked 0
## 6381 Rural 68.15 28.2 formerly smoked 0
## 6383 Rural 116.17 40.3 never smoked 0
## 6385 Urban 94.17 29.0 never smoked 0
## 6386 Urban 96.38 28.0 formerly smoked 0
## 6387 Urban 71.34 32.4 smokes 0
## 6388 Rural 191.82 40.4 smokes 1
## 6389 Urban 97.50 24.7 formerly smoked 0
## 6390 Urban 199.66 30.5 formerly smoked 0
## 6391 Urban 105.64 29.0 formerly smoked 0
## 6394 Rural 119.07 22.6 never smoked 0
## 6395 Urban 202.19 30.7 smokes 0
## 6397 Urban 73.27 35.6 never smoked 0
## 6398 Urban 92.48 30.0 never smoked 0
## 6399 Rural 113.63 35.4 formerly smoked 0
## 6400 Urban 127.59 22.3 never smoked 0
## 6401 Urban 84.81 31.5 never smoked 0
## 6402 Rural 128.24 44.3 smokes 0
## 6404 Rural 68.78 23.0 smokes 0
## 6406 Rural 97.75 29.8 formerly smoked 0
## 6407 Rural 93.05 24.2 never smoked 1
## 6408 Rural 81.86 38.0 formerly smoked 0
## 6409 Urban 90.72 27.7 smokes 0
## 6410 Urban 207.34 38.5 formerly smoked 0
## 6411 Urban 108.62 26.7 never smoked 0
## 6412 Rural 85.01 27.7 never smoked 0
## 6413 Rural 205.01 21.9 never smoked 0
## 6414 Urban 70.51 26.8 never smoked 0
## 6415 Rural 70.87 26.0 smokes 0
## 6416 Rural 79.72 27.7 formerly smoked 0
## 6418 Urban 63.26 37.2 never smoked 0
## 6419 Urban 84.27 31.6 never smoked 0
## 6420 Rural 61.27 24.5 formerly smoked 0
## 6421 Rural 72.83 27.6 never smoked 0
## 6422 Rural 120.00 26.9 never smoked 0
## 6423 Rural 207.21 41.1 never smoked 0
## 6424 Urban 75.83 36.1 formerly smoked 0
## 6425 Urban 220.51 31.0 never smoked 0
## 6426 Urban 98.85 31.3 smokes 0
## 6428 Rural 224.52 30.9 formerly smoked 0
## 6429 Rural 77.21 28.0 formerly smoked 0
## 6430 Urban 71.52 22.1 never smoked 0
## 6432 Urban 93.66 31.5 never smoked 0
## 6433 Urban 178.82 42.8 formerly smoked 0
## 6434 Urban 90.74 25.8 formerly smoked 0
## 6435 Rural 94.90 25.6 formerly smoked 0
## 6436 Urban 75.39 26.9 smokes 0
## 6437 Urban 74.28 24.4 never smoked 0
## 6438 Urban 98.33 24.2 never smoked 0
## 6440 Urban 74.02 41.5 formerly smoked 0
## 6442 Rural 91.27 28.8 never smoked 0
## 6443 Rural 73.73 25.2 never smoked 0
## 6444 Rural 72.02 39.8 never smoked 0
## 6445 Rural 79.70 27.7 formerly smoked 0
## 6446 Urban 70.83 25.2 smokes 0
## 6448 Urban 69.48 27.7 never smoked 0
## 6449 Urban 100.55 47.4 never smoked 0
## 6450 Rural 84.68 34.9 smokes 0
## 6451 Rural 131.56 21.0 never smoked 0
## 6452 Urban 56.16 30.2 formerly smoked 0
## 6453 Urban 98.10 18.6 never smoked 0
## 6454 Rural 80.11 28.5 never smoked 0
## 6455 Rural 72.21 22.0 never smoked 0
## 6457 Urban 158.36 22.4 smokes 0
## 6458 Rural 68.37 42.5 smokes 0
## 6460 Rural 222.72 45.6 never smoked 0
## 6461 Rural 87.69 24.9 formerly smoked 0
## 6462 Urban 190.19 39.4 formerly smoked 0
## 6463 Rural 113.50 29.4 never smoked 0
## 6464 Rural 234.10 35.1 formerly smoked 0
## 6465 Rural 97.30 22.5 smokes 0
## 6466 Rural 79.05 27.7 smokes 0
## 6468 Urban 91.38 41.5 smokes 0
## 6469 Urban 72.22 21.9 never smoked 0
## 6470 Rural 81.20 33.2 never smoked 0
## 6471 Rural 107.11 32.8 formerly smoked 0
## 6474 Urban 83.28 27.7 never smoked 0
## 6475 Rural 159.80 25.4 smokes 0
## 6476 Rural 72.47 28.1 never smoked 0
## 6477 Urban 102.28 33.7 never smoked 0
## 6479 Rural 135.30 30.2 never smoked 0
## 6480 Urban 122.06 25.3 formerly smoked 0
## 6481 Urban 114.36 28.3 never smoked 0
## 6483 Urban 64.17 41.5 never smoked 1
## 6484 Urban 76.44 25.9 formerly smoked 0
## 6485 Rural 75.60 26.5 smokes 0
## 6486 Rural 99.05 23.7 never smoked 0
## 6487 Urban 95.85 40.9 smokes 0
## 6488 Urban 101.98 32.3 never smoked 0
## 6489 Rural 57.10 38.1 never smoked 0
## 6491 Rural 83.64 31.8 formerly smoked 0
## 6492 Rural 105.94 29.0 never smoked 0
## 6493 Rural 96.93 28.7 formerly smoked 0
## 6494 Rural 197.91 34.0 formerly smoked 0
## 6497 Rural 77.21 27.2 smokes 0
## 6499 Rural 129.98 22.6 formerly smoked 1
## 6502 Urban 273.82 61.0 never smoked 0
## 6503 Urban 69.81 32.3 never smoked 0
## 6505 Rural 119.27 21.0 formerly smoked 0
## 6506 Urban 103.10 26.2 formerly smoked 0
## 6507 Rural 224.63 27.7 formerly smoked 0
## 6508 Urban 94.91 39.4 never smoked 0
## 6509 Rural 77.54 25.0 never smoked 0
## 6510 Urban 55.21 21.3 never smoked 0
## 6511 Urban 98.05 31.3 never smoked 0
## 6512 Rural 100.49 24.5 formerly smoked 0
## 6513 Rural 111.10 37.0 formerly smoked 0
## 6514 Rural 125.31 32.5 never smoked 0
## 6515 Rural 118.21 27.7 never smoked 0
## 6517 Rural 62.89 21.1 smokes 0
## 6518 Urban 200.33 30.1 smokes 0
## 6519 Rural 71.52 34.1 smokes 0
## 6522 Rural 94.71 31.3 never smoked 0
## 6523 Urban 106.24 26.3 never smoked 0
## 6524 Urban 88.52 26.8 smokes 0
## 6526 Urban 79.17 21.4 smokes 0
## 6527 Urban 68.53 24.2 smokes 1
## 6529 Rural 196.34 29.9 formerly smoked 0
## 6532 Rural 88.33 29.4 never smoked 0
## 6533 Urban 88.82 19.1 never smoked 0
## 6534 Urban 55.91 40.4 never smoked 0
## 6535 Rural 115.41 27.2 never smoked 0
## 6536 Urban 163.22 22.6 never smoked 0
## 6537 Rural 87.17 38.1 smokes 0
## 6538 Rural 172.37 30.0 never smoked 0
## 6539 Rural 85.27 25.4 smokes 0
## 6540 Rural 82.90 22.3 never smoked 0
## 6541 Rural 96.12 33.2 never smoked 0
## 6544 Rural 213.40 27.2 never smoked 0
## 6546 Urban 241.47 35.8 formerly smoked 0
## 6549 Rural 96.31 36.6 never smoked 0
## 6550 Urban 82.24 30.8 never smoked 0
## 6551 Rural 76.40 42.5 never smoked 0
## 6552 Urban 203.84 38.8 smokes 0
## 6553 Urban 104.51 25.6 smokes 0
## 6554 Rural 217.47 30.3 formerly smoked 0
## 6555 Urban 69.18 21.9 never smoked 0
## 6557 Urban 86.95 44.3 never smoked 0
## 6559 Rural 82.23 40.9 smokes 0
## 6560 Urban 58.98 24.9 smokes 0
## 6561 Rural 216.23 29.9 formerly smoked 0
## 6562 Urban 91.75 25.9 never smoked 0
## 6563 Urban 74.02 27.7 formerly smoked 0
## 6564 Rural 94.46 31.1 formerly smoked 0
## 6565 Rural 72.32 27.7 never smoked 0
## 6566 Urban 180.46 25.3 formerly smoked 0
## 6567 Rural 220.73 34.0 never smoked 0
## 6568 Urban 82.27 28.3 never smoked 0
## 6570 Rural 91.79 50.2 formerly smoked 0
## 6573 Urban 104.81 32.6 never smoked 0
## 6574 Rural 98.59 21.6 never smoked 0
## 6575 Rural 82.21 22.0 never smoked 0
## 6577 Urban 117.48 32.4 never smoked 0
## 6578 Rural 115.54 37.3 never smoked 0
## 6579 Urban 77.96 22.9 smokes 0
## 6580 Urban 100.06 30.4 smokes 0
## 6581 Rural 199.60 25.1 smokes 0
## 6582 Rural 211.37 29.9 smokes 0
## 6585 Rural 56.46 45.2 formerly smoked 0
## 6586 Rural 88.97 31.5 smokes 0
## 6587 Rural 61.20 35.4 never smoked 0
## 6588 Urban 79.62 30.7 smokes 0
## 6589 Urban 97.23 23.2 smokes 0
## 6590 Urban 94.68 27.8 never smoked 0
## 6591 Urban 83.21 27.0 smokes 0
## 6592 Urban 208.53 31.1 never smoked 0
## 6593 Urban 82.78 36.9 never smoked 0
## 6595 Rural 79.76 35.2 smokes 0
## 6597 Rural 113.28 25.9 never smoked 0
## 6598 Urban 71.35 26.0 never smoked 0
## 6599 Rural 94.14 38.6 never smoked 0
## 6600 Rural 129.63 26.4 never smoked 0
## 6602 Rural 206.17 31.7 never smoked 0
## 6603 Urban 97.87 24.5 smokes 0
## 6605 Urban 69.61 30.6 formerly smoked 0
## 6607 Urban 95.72 34.5 never smoked 0
## 6608 Rural 91.32 35.6 formerly smoked 0
## 6609 Rural 113.85 29.4 never smoked 0
## 6610 Urban 202.81 39.1 formerly smoked 0
## 6612 Urban 61.92 40.0 never smoked 0
## 6613 Urban 99.59 28.6 never smoked 0
## 6614 Urban 84.24 22.6 never smoked 0
## 6615 Urban 80.21 30.0 never smoked 0
## 6616 Urban 74.72 21.0 never smoked 0
## 6617 Urban 130.83 39.3 never smoked 0
## 6621 Urban 90.41 30.4 formerly smoked 0
## 6622 Rural 96.88 64.2 never smoked 0
## 6624 Urban 67.10 19.3 never smoked 0
## 6627 Urban 217.48 24.7 smokes 0
## 6628 Rural 67.26 55.8 formerly smoked 0
## 6630 Rural 100.90 54.0 formerly smoked 0
## 6632 Rural 55.52 28.6 never smoked 0
## 6633 Urban 106.41 27.7 formerly smoked 1
## 6634 Urban 97.79 31.9 never smoked 0
## 6635 Urban 80.55 25.9 formerly smoked 0
## 6636 Urban 208.03 51.1 never smoked 0
## 6639 Rural 84.15 52.4 never smoked 0
## 6640 Rural 103.64 22.0 never smoked 0
## 6641 Rural 134.64 26.6 never smoked 0
## 6642 Urban 186.50 34.1 formerly smoked 0
## 6643 Rural 83.24 33.9 never smoked 0
## 6644 Urban 73.21 21.2 never smoked 0
## 6646 Urban 67.25 40.1 never smoked 0
## 6648 Urban 246.03 29.4 formerly smoked 0
## 6649 Rural 109.69 37.3 never smoked 0
## 6650 Rural 102.37 25.4 formerly smoked 0
## 6651 Urban 72.05 37.1 smokes 0
## 6653 Rural 224.10 56.6 never smoked 1
## 6654 Urban 87.44 26.3 never smoked 0
## 6655 Urban 83.18 19.0 never smoked 0
## 6656 Urban 78.55 17.3 smokes 0
## 6657 Urban 103.98 25.2 never smoked 0
## 6658 Urban 91.18 36.9 never smoked 0
## 6659 Rural 80.37 25.0 never smoked 0
## 6660 Rural 73.53 29.6 never smoked 0
## 6663 Urban 63.99 25.1 never smoked 0
## 6665 Rural 91.98 22.6 never smoked 0
## 6666 Rural 92.51 37.7 never smoked 0
## 6667 Urban 82.79 23.9 never smoked 0
## 6669 Rural 84.38 36.6 formerly smoked 0
## 6670 Urban 92.35 20.2 never smoked 0
## 6671 Rural 169.89 28.4 never smoked 0
## 6674 Urban 64.83 28.3 never smoked 0
## 6675 Rural 83.06 42.6 never smoked 0
## 6679 Urban 87.69 29.2 formerly smoked 0
## 6680 Rural 122.71 50.5 formerly smoked 0
## 6681 Rural 158.52 35.6 smokes 0
## 6683 Urban 89.62 37.6 never smoked 0
## 6684 Rural 125.14 21.9 never smoked 0
## 6686 Urban 90.23 20.3 never smoked 0
## 6687 Urban 226.99 30.6 never smoked 0
## 6689 Urban 87.04 23.6 never smoked 0
## 6690 Urban 106.78 27.7 never smoked 0
## 6691 Urban 154.12 21.6 never smoked 0
## 6692 Rural 55.97 25.6 smokes 0
## 6693 Urban 106.70 25.0 never smoked 0
## 6694 Urban 106.35 26.3 never smoked 0
## 6695 Urban 121.51 38.6 smokes 0
## 6696 Rural 67.62 29.5 never smoked 0
## 6698 Rural 95.72 23.7 smokes 0
## 6699 Urban 89.35 29.3 never smoked 0
## 6701 Urban 130.79 29.4 formerly smoked 0
## 6703 Urban 61.15 43.2 smokes 0
## 6704 Rural 101.11 27.7 never smoked 0
## 6705 Urban 90.32 21.4 never smoked 0
## 6706 Urban 63.80 24.5 never smoked 0
## 6707 Rural 109.35 35.9 smokes 0
## 6708 Urban 74.28 23.7 never smoked 0
## 6710 Urban 56.26 57.0 never smoked 0
## 6712 Rural 89.37 22.6 smokes 0
## 6713 Rural 94.98 39.1 smokes 0
## 6716 Rural 87.19 14.6 formerly smoked 0
## 6718 Rural 120.06 38.1 never smoked 0
## 6719 Urban 190.57 38.6 formerly smoked 0
## 6720 Rural 111.12 32.5 formerly smoked 0
## 6721 Urban 65.10 37.1 never smoked 0
## 6722 Urban 228.82 40.0 never smoked 0
## 6726 Rural 134.50 34.6 never smoked 0
## 6727 Rural 77.05 27.0 never smoked 0
## 6728 Rural 108.60 32.2 smokes 0
## 6729 Rural 89.52 38.5 never smoked 0
## 6730 Rural 101.85 25.7 smokes 0
## 6731 Urban 97.07 22.8 formerly smoked 0
## 6732 Urban 78.65 32.2 never smoked 0
## 6733 Urban 80.27 27.6 never smoked 0
## 6735 Rural 184.78 31.9 smokes 0
## 6737 Rural 65.82 32.8 smokes 0
## 6738 Urban 90.86 38.4 never smoked 0
## 6741 Urban 109.33 31.9 smokes 0
## 6743 Urban 89.62 43.5 never smoked 0
## 6744 Urban 76.00 34.1 never smoked 0
## 6746 Rural 85.81 26.6 never smoked 0
## 6747 Urban 98.80 26.7 formerly smoked 0
## 6748 Rural 92.57 45.0 never smoked 0
## 6749 Urban 99.90 32.0 formerly smoked 0
## 6750 Rural 70.41 24.6 never smoked 0
## 6752 Rural 101.05 38.5 never smoked 0
## 6753 Urban 98.21 25.0 formerly smoked 0
## 6754 Rural 86.10 32.6 formerly smoked 0
## 6755 Rural 74.62 27.7 never smoked 0
## 6756 Urban 57.05 30.7 smokes 0
## 6757 Urban 120.32 27.3 never smoked 0
## 6758 Rural 70.92 30.3 never smoked 0
## 6759 Rural 87.92 38.8 never smoked 0
## 6761 Rural 102.12 31.0 never smoked 0
## 6762 Rural 90.08 20.0 never smoked 0
## 6763 Rural 67.23 24.5 never smoked 0
## 6765 Rural 190.64 38.6 formerly smoked 0
## 6766 Rural 245.50 27.7 formerly smoked 0
## 6767 Urban 69.27 40.0 formerly smoked 0
## 6768 Rural 101.84 21.0 never smoked 0
## 6769 Urban 102.22 32.1 never smoked 0
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## 6773 Urban 206.04 36.9 formerly smoked 0
## 6775 Urban 80.10 30.0 formerly smoked 0
## 6776 Urban 223.99 29.6 formerly smoked 0
## 6777 Rural 74.59 24.8 never smoked 0
## 6778 Urban 115.70 26.8 never smoked 0
## 6779 Rural 74.45 44.9 never smoked 0
## 6781 Rural 69.29 39.4 smokes 0
## 6784 Urban 191.97 23.6 smokes 0
## 6785 Urban 89.30 26.7 never smoked 0
## 6787 Urban 92.20 27.7 formerly smoked 0
## 6788 Urban 77.87 27.0 never smoked 0
## 6789 Urban 74.54 18.6 formerly smoked 0
## 6790 Rural 216.94 30.9 never smoked 1
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## 6793 Urban 93.92 36.7 formerly smoked 0
## 6794 Urban 107.57 33.6 never smoked 0
## 6797 Urban 134.65 20.1 never smoked 0
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## 6800 Rural 70.03 28.7 smokes 0
## 6801 Rural 195.06 31.5 never smoked 0
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## 6803 Urban 71.80 22.6 formerly smoked 0
## 6804 Rural 76.11 27.3 smokes 1
## 6806 Urban 56.84 32.8 never smoked 0
## 6808 Urban 79.60 31.7 never smoked 0
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## 6810 Urban 196.28 33.2 formerly smoked 0
## 6811 Urban 199.78 36.0 never smoked 0
## 6813 Urban 97.05 30.7 never smoked 0
## 6814 Rural 83.36 31.2 smokes 0
## 6817 Urban 80.31 41.5 smokes 0
## 6819 Rural 226.20 30.9 never smoked 0
## 6820 Rural 70.56 27.8 never smoked 0
## 6822 Rural 108.25 40.7 formerly smoked 0
## 6824 Urban 106.15 31.9 never smoked 0
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## 6828 Rural 82.49 33.5 formerly smoked 0
## 6829 Rural 100.64 29.5 smokes 0
## 6830 Urban 92.00 36.8 formerly smoked 0
## 6831 Rural 70.86 25.2 formerly smoked 0
## 6833 Rural 143.21 42.0 never smoked 0
## 6834 Urban 73.07 29.2 never smoked 0
## 6836 Urban 72.44 38.7 smokes 0
## 6838 Urban 80.14 30.8 never smoked 0
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## 6841 Rural 112.03 26.4 never smoked 0
## 6842 Urban 216.88 49.7 smokes 0
## 6844 Urban 75.83 24.6 formerly smoked 0
## 6845 Rural 117.19 30.8 formerly smoked 0
## 6846 Rural 184.48 25.4 never smoked 0
## 6847 Urban 99.40 29.7 formerly smoked 0
## 6848 Rural 117.35 19.0 formerly smoked 0
## 6849 Urban 72.31 29.7 never smoked 0
## 6851 Rural 76.42 25.3 smokes 0
## 6852 Rural 65.90 29.3 never smoked 0
## 6853 Rural 91.57 23.6 never smoked 0
## 6855 Rural 113.94 29.5 formerly smoked 0
## 6856 Urban 61.39 41.0 formerly smoked 0
## 6857 Urban 94.80 19.1 never smoked 0
## 6858 Urban 185.71 36.4 smokes 0
## 6861 Urban 72.96 31.3 smokes 1
## 6862 Urban 185.05 35.5 never smoked 0
## 6864 Urban 121.15 27.6 never smoked 0
## 6868 Rural 74.07 20.5 never smoked 0
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## 6871 Rural 70.39 23.7 formerly smoked 0
## 6874 Rural 96.44 24.6 smokes 0
## 6876 Rural 83.89 45.7 formerly smoked 0
## 6877 Rural 75.57 40.5 never smoked 0
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## 6879 Urban 85.32 27.8 never smoked 0
## 6881 Urban 83.95 38.9 formerly smoked 0
## 6882 Urban 82.28 24.0 formerly smoked 1
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## 6886 Rural 72.39 29.7 smokes 0
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## 6889 Urban 64.43 40.9 smokes 0
## 6890 Rural 91.34 25.6 never smoked 0
## 6892 Urban 233.52 38.0 smokes 0
## 6893 Rural 86.19 37.0 formerly smoked 0
## 6895 Rural 99.86 26.1 never smoked 0
## 6899 Rural 72.18 34.0 never smoked 0
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## 6902 Urban 73.27 23.4 smokes 0
## 6903 Rural 125.97 52.6 smokes 0
## 6905 Urban 105.22 31.0 never smoked 1
## 6907 Urban 83.31 22.3 never smoked 0
## 6909 Urban 97.69 19.6 formerly smoked 0
## 6911 Rural 198.27 45.3 smokes 0
## 6912 Rural 86.18 30.3 formerly smoked 0
## 6914 Rural 116.00 24.1 smokes 0
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## 6917 Rural 74.78 25.0 smokes 0
## 6918 Urban 236.35 27.7 formerly smoked 0
## 6919 Rural 105.10 41.5 never smoked 0
## 6920 Rural 90.59 26.6 formerly smoked 0
## 6921 Rural 102.84 36.9 never smoked 0
## 6922 Rural 225.08 30.3 never smoked 0
## 6923 Urban 77.12 21.7 never smoked 0
## 6924 Urban 207.58 39.3 never smoked 0
## 6927 Urban 89.70 31.5 never smoked 0
## 6928 Rural 67.92 24.2 formerly smoked 0
## 6930 Urban 89.65 24.9 smokes 0
## 6931 Rural 94.78 40.1 never smoked 0
## 6935 Urban 99.53 22.6 never smoked 0
## 6938 Urban 98.95 26.9 formerly smoked 0
## 6939 Urban 97.50 39.4 never smoked 0
## 6941 Urban 79.78 24.8 never smoked 0
## 6943 Rural 180.38 38.6 never smoked 0
## 6944 Urban 82.98 29.8 formerly smoked 0
## 6946 Rural 88.85 26.5 never smoked 0
## 6948 Rural 75.68 27.7 never smoked 0
## 6949 Urban 137.65 27.0 formerly smoked 0
## 6950 Rural 123.79 26.5 smokes 0
## 6951 Urban 70.67 24.4 formerly smoked 0
## 6952 Rural 190.70 23.1 never smoked 0
## 6953 Rural 86.22 31.4 formerly smoked 0
## 6954 Rural 59.86 28.0 formerly smoked 1
## 6955 Rural 59.41 27.1 never smoked 0
## 6956 Rural 95.02 38.2 never smoked 0
## 6957 Urban 86.70 40.5 smokes 0
## 6958 Urban 207.72 47.8 smokes 0
## 6959 Rural 221.04 39.1 formerly smoked 0
## 6960 Rural 73.44 34.9 never smoked 0
## 6961 Urban 64.41 27.9 formerly smoked 0
## 6962 Rural 60.71 32.2 formerly smoked 0
## 6964 Rural 89.51 39.3 formerly smoked 0
## 6965 Rural 55.08 26.8 never smoked 0
## 6966 Urban 80.03 26.2 never smoked 0
## 6968 Rural 96.29 33.7 never smoked 0
## 6970 Rural 66.79 39.6 formerly smoked 0
## 6971 Rural 231.21 27.7 formerly smoked 0
## 6972 Urban 56.95 31.5 never smoked 0
## 6975 Urban 56.98 32.2 smokes 0
## 6977 Rural 114.95 43.2 never smoked 0
## 6979 Urban 77.28 29.4 never smoked 0
## 6980 Urban 81.52 22.7 never smoked 0
## 6981 Urban 228.59 37.6 never smoked 0
## 6982 Urban 71.24 20.9 formerly smoked 0
## 6984 Rural 100.09 28.2 never smoked 0
## 6985 Urban 130.83 31.6 never smoked 0
## 6987 Urban 66.78 34.7 formerly smoked 0
## 6989 Urban 144.37 29.3 never smoked 0
## 6990 Urban 112.44 35.2 never smoked 0
## 6991 Rural 91.95 29.2 never smoked 0
## 6993 Rural 93.74 33.3 formerly smoked 0
## 6994 Urban 134.52 34.6 smokes 0
## 6996 Rural 77.25 38.5 never smoked 0
## 6998 Rural 76.53 27.1 never smoked 0
## 7000 Rural 91.28 23.8 formerly smoked 0
## 7001 Rural 97.60 35.8 never smoked 0
## 7003 Urban 111.31 23.3 never smoked 0
## 7004 Rural 99.94 39.9 smokes 0
## 7005 Urban 82.93 27.6 never smoked 0
## 7006 Rural 96.56 32.7 smokes 0
## 7007 Urban 198.69 63.8 never smoked 0
## 7008 Urban 106.27 26.2 smokes 0
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## 7014 Rural 77.35 28.0 formerly smoked 0
## 7015 Rural 111.66 23.5 smokes 0
## 7016 Rural 101.03 26.6 smokes 0
## 7017 Rural 122.38 17.3 formerly smoked 0
## 7018 Rural 183.43 32.8 smokes 0
## 7019 Urban 104.04 27.7 smokes 0
## 7020 Rural 92.43 26.1 never smoked 0
## 7022 Urban 83.39 20.0 formerly smoked 0
## 7023 Rural 94.23 33.4 never smoked 0
## 7024 Rural 59.54 38.9 never smoked 0
## 7027 Rural 101.48 22.4 never smoked 0
## 7029 Urban 87.65 33.0 never smoked 0
## 7030 Rural 101.88 30.1 formerly smoked 0
## 7032 Rural 82.48 33.2 formerly smoked 0
## 7033 Rural 96.06 37.9 formerly smoked 0
## 7034 Rural 94.55 21.9 never smoked 0
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## 7036 Rural 97.80 27.2 smokes 0
## 7037 Urban 79.77 25.6 never smoked 0
## 7038 Urban 87.89 23.3 never smoked 0
## 7039 Urban 116.07 28.6 never smoked 0
## 7040 Urban 65.60 26.1 formerly smoked 0
## 7041 Urban 182.47 35.5 never smoked 0
## 7042 Rural 206.21 40.0 formerly smoked 0
## 7043 Rural 112.33 27.5 never smoked 0
## 7044 Urban 95.68 24.1 formerly smoked 0
## 7046 Urban 78.20 31.3 formerly smoked 0
## 7047 Urban 204.28 66.3 smokes 0
## 7048 Rural 100.08 38.2 never smoked 0
## 7049 Urban 57.30 26.8 never smoked 0
## 7051 Urban 176.46 24.7 never smoked 0
## 7052 Rural 85.75 31.3 never smoked 0
## 7054 Rural 94.60 21.6 smokes 0
## 7055 Urban 69.41 31.6 formerly smoked 0
## 7056 Rural 88.71 21.8 never smoked 0
## 7059 Urban 60.19 62.2 never smoked 0
## 7060 Rural 119.78 22.9 never smoked 0
## 7061 Rural 224.05 26.0 formerly smoked 0
## 7063 Urban 57.31 27.0 never smoked 0
## 7065 Urban 60.42 37.1 never smoked 0
## 7066 Urban 64.89 27.0 never smoked 0
## 7067 Rural 259.63 31.7 smokes 1
## 7069 Rural 99.49 24.4 never smoked 0
## 7070 Urban 83.00 23.0 never smoked 0
## 7072 Urban 90.71 24.2 never smoked 0
## 7074 Rural 57.68 24.5 never smoked 0
## 7075 Urban 84.92 30.5 formerly smoked 0
## 7076 Rural 118.08 53.2 never smoked 0
## 7078 Rural 116.60 25.8 never smoked 0
## 7079 Urban 196.32 38.5 never smoked 0
## 7081 Urban 87.81 29.8 never smoked 0
## 7082 Urban 86.93 29.7 never smoked 0
## 7085 Urban 85.70 24.5 never smoked 0
## 7088 Urban 62.05 25.0 formerly smoked 0
## 7090 Urban 79.84 23.3 never smoked 0
## 7093 Urban 111.76 40.3 formerly smoked 0
## 7095 Urban 96.82 30.9 never smoked 0
## 7096 Urban 178.55 29.4 never smoked 0
## 7097 Rural 79.51 17.8 formerly smoked 0
## 7098 Rural 79.45 37.6 never smoked 0
## 7100 Urban 76.59 28.8 never smoked 0
## 7102 Rural 74.44 25.3 never smoked 0
## 7105 Urban 74.44 24.0 formerly smoked 0
## 7108 Rural 89.69 34.5 smokes 0
## 7109 Rural 249.31 35.8 never smoked 1
## 7111 Urban 101.98 36.5 never smoked 0
## 7112 Rural 93.36 27.8 never smoked 0
## 7114 Urban 77.10 32.3 never smoked 0
## 7115 Urban 89.92 43.1 never smoked 0
## 7116 Rural 91.51 30.4 never smoked 0
## 7117 Urban 95.66 46.7 never smoked 0
## 7118 Urban 79.47 39.8 never smoked 0
## 7121 Rural 153.34 32.0 never smoked 0
## 7122 Rural 63.76 29.6 never smoked 0
## 7123 Urban 84.98 30.1 never smoked 0
## 7124 Urban 65.00 55.5 formerly smoked 0
## 7125 Urban 96.29 46.5 formerly smoked 0
## 7126 Rural 143.39 19.9 smokes 0
## 7127 Rural 82.30 46.8 smokes 0
## 7128 Rural 219.38 34.7 formerly smoked 0
## 7129 Urban 92.45 27.7 formerly smoked 0
## 7130 Rural 118.53 28.0 smokes 0
## 7133 Rural 73.70 27.6 formerly smoked 0
## 7134 Rural 93.06 31.7 smokes 0
## 7135 Rural 83.32 25.5 formerly smoked 0
## 7136 Rural 118.55 21.8 formerly smoked 0
## 7137 Rural 88.59 41.2 never smoked 0
## 7138 Rural 85.36 36.5 smokes 0
## 7139 Rural 108.27 41.5 never smoked 0
## 7140 Rural 87.55 17.8 never smoked 0
## 7141 Rural 63.36 29.0 never smoked 0
## 7149 Urban 87.75 60.1 never smoked 0
## 7150 Urban 87.21 30.3 formerly smoked 0
## 7151 Rural 108.26 22.0 never smoked 0
## 7152 Rural 82.98 26.9 never smoked 0
## 7153 Rural 77.45 29.2 never smoked 0
## 7154 Rural 56.72 32.1 smokes 0
## 7156 Urban 157.91 23.4 never smoked 0
## 7157 Urban 110.72 27.7 formerly smoked 0
## 7159 Rural 114.02 32.5 smokes 0
## 7162 Urban 103.59 27.9 never smoked 0
## 7163 Rural 97.94 37.0 formerly smoked 0
## 7166 Urban 110.24 26.6 never smoked 0
## 7167 Urban 83.67 31.2 never smoked 0
## 7168 Urban 101.38 22.7 smokes 0
## 7170 Rural 203.64 22.1 formerly smoked 0
## 7172 Urban 102.04 34.6 never smoked 0
## 7174 Rural 95.62 26.3 never smoked 0
## 7175 Urban 65.25 42.6 smokes 0
## 7176 Urban 98.55 24.8 never smoked 0
## 7177 Rural 117.36 30.7 smokes 0
## 7181 Urban 109.78 31.3 never smoked 0
## 7182 Urban 234.33 42.5 formerly smoked 0
## 7183 Urban 87.33 35.1 never smoked 0
## 7184 Rural 217.05 23.5 never smoked 0
## 7185 Urban 199.55 27.7 formerly smoked 0
## 7186 Rural 113.12 21.0 never smoked 0
## 7187 Rural 63.34 27.0 never smoked 0
## 7191 Rural 70.48 23.6 formerly smoked 0
## 7192 Urban 121.91 32.6 smokes 0
## 7193 Rural 100.04 42.3 never smoked 0
## 7195 Urban 73.48 25.1 never smoked 0
## 7198 Urban 87.32 20.9 never smoked 0
## 7199 Rural 56.45 28.0 never smoked 0
## 7200 Urban 118.32 27.7 smokes 0
## 7201 Urban 74.28 30.3 never smoked 0
## 7202 Rural 68.64 34.1 never smoked 0
## 7204 Urban 65.99 24.8 never smoked 0
## 7205 Rural 68.34 20.8 smokes 0
## 7206 Rural 222.33 37.4 never smoked 0
## 7207 Rural 80.02 28.6 never smoked 0
## 7208 Rural 213.83 39.3 smokes 0
## 7209 Rural 56.90 27.6 never smoked 0
## 7210 Urban 58.35 26.4 formerly smoked 0
## 7211 Urban 181.60 25.5 never smoked 0
## 7212 Rural 82.79 30.5 never smoked 0
## 7213 Urban 231.79 23.5 never smoked 0
## 7214 Urban 219.68 28.3 never smoked 0
## 7216 Rural 79.84 27.8 never smoked 0
## 7218 Rural 95.56 17.7 never smoked 0
## 7220 Rural 56.40 33.5 never smoked 0
## 7222 Rural 80.84 19.4 never smoked 0
## 7224 Rural 80.46 31.8 smokes 0
## 7226 Urban 87.71 24.9 formerly smoked 0
## 7229 Urban 93.89 25.1 never smoked 0
## 7230 Urban 79.02 23.2 formerly smoked 0
## 7232 Rural 70.61 25.5 smokes 0
## 7233 Rural 84.64 30.4 formerly smoked 0
## 7234 Rural 80.14 21.2 never smoked 0
## 7237 Rural 81.07 24.7 never smoked 0
## 7238 Rural 82.23 36.1 formerly smoked 0
## 7239 Rural 96.64 18.5 formerly smoked 0
## 7240 Urban 93.73 28.1 never smoked 0
## 7241 Urban 196.19 45.3 never smoked 0
## 7242 Urban 95.94 23.0 never smoked 0
## 7243 Rural 67.31 22.5 smokes 0
## 7244 Urban 84.02 36.1 never smoked 0
## 7245 Rural 94.57 29.0 never smoked 0
## 7247 Rural 80.00 27.9 formerly smoked 0
## 7248 Urban 84.22 24.0 never smoked 0
## 7249 Rural 193.01 29.5 never smoked 0
## 7250 Urban 127.11 21.4 never smoked 0
## 7253 Rural 85.33 32.5 never smoked 0
## 7254 Rural 220.10 56.8 smokes 0
## 7255 Urban 78.39 32.5 never smoked 0
## 7256 Rural 66.70 24.3 smokes 0
## 7257 Rural 88.34 27.2 never smoked 0
## 7259 Urban 109.75 20.8 smokes 0
## 7260 Urban 87.63 28.4 smokes 0
## 7261 Urban 80.72 29.3 formerly smoked 0
## 7262 Urban 161.80 30.8 never smoked 0
## 7263 Urban 68.19 19.6 never smoked 0
## 7265 Rural 62.69 32.1 never smoked 0
## 7267 Rural 70.00 23.0 formerly smoked 0
## 7268 Rural 82.61 52.9 formerly smoked 0
## 7269 Urban 250.51 27.7 formerly smoked 0
## 7270 Urban 68.79 32.7 smokes 0
## 7271 Urban 61.05 42.2 formerly smoked 0
## 7273 Rural 102.34 28.8 never smoked 0
## 7274 Urban 193.16 39.8 never smoked 0
## 7275 Rural 79.02 21.2 never smoked 0
## 7276 Urban 126.99 25.7 smokes 0
## 7277 Rural 139.29 26.0 never smoked 0
## 7278 Rural 62.90 25.0 never smoked 0
## 7281 Rural 101.63 25.7 never smoked 0
## 7282 Rural 210.67 30.5 never smoked 0
## 7283 Urban 240.72 34.2 never smoked 0
## 7284 Rural 103.76 22.7 never smoked 0
## 7285 Urban 96.25 35.2 never smoked 0
## 7288 Urban 125.40 21.3 smokes 0
## 7290 Rural 229.53 37.1 never smoked 0
## 7292 Rural 78.90 19.2 never smoked 0
## 7294 Urban 116.30 30.6 smokes 0
## 7295 Rural 116.61 36.8 formerly smoked 0
## 7296 Rural 88.83 27.3 never smoked 0
## 7297 Rural 149.77 21.9 never smoked 0
## 7298 Urban 103.58 21.3 never smoked 0
## 7300 Rural 203.00 38.4 smokes 0
## 7301 Rural 70.54 29.7 formerly smoked 0
## 7303 Rural 199.97 31.5 smokes 0
## 7304 Urban 132.48 32.8 smokes 0
## 7305 Rural 234.21 24.8 smokes 0
## 7306 Urban 74.43 23.4 never smoked 0
## 7307 Urban 78.54 55.4 never smoked 0
## 7308 Urban 97.20 23.7 never smoked 0
## 7309 Rural 69.46 31.8 formerly smoked 0
## 7311 Urban 131.41 28.4 never smoked 1
## 7312 Urban 187.49 24.6 never smoked 0
## 7314 Rural 133.79 36.7 never smoked 0
## 7315 Urban 81.09 27.1 smokes 0
## 7317 Rural 101.90 29.2 formerly smoked 0
## 7318 Urban 120.98 24.5 formerly smoked 0
## 7319 Urban 104.70 23.5 never smoked 0
## 7320 Rural 103.88 40.3 never smoked 0
## 7321 Rural 91.75 26.9 never smoked 0
## 7322 Rural 180.39 25.3 never smoked 0
## 7324 Urban 56.07 24.3 never smoked 0
## 7326 Urban 191.49 34.9 never smoked 0
## 7328 Rural 116.33 28.2 never smoked 0
## 7329 Urban 92.56 29.0 formerly smoked 0
## 7330 Rural 98.34 29.6 formerly smoked 0
## 7331 Urban 83.87 23.5 never smoked 0
## 7332 Urban 73.15 29.4 formerly smoked 0
## 7333 Rural 123.65 37.3 formerly smoked 0
## 7334 Urban 78.03 29.1 formerly smoked 0
## 7337 Rural 94.49 26.3 formerly smoked 0
## 7338 Rural 107.06 25.3 smokes 0
## 7339 Urban 83.03 33.4 formerly smoked 0
## 7340 Rural 78.06 29.2 never smoked 0
## 7341 Rural 87.87 24.2 never smoked 0
## 7342 Rural 90.74 21.4 formerly smoked 0
## 7343 Rural 59.20 27.6 formerly smoked 0
## 7345 Urban 60.46 35.8 never smoked 0
## 7346 Rural 96.18 27.7 formerly smoked 0
## 7347 Urban 98.06 36.9 formerly smoked 0
## 7352 Urban 99.90 23.8 never smoked 0
## 7353 Rural 115.78 28.3 never smoked 0
## 7354 Urban 83.92 35.9 formerly smoked 0
## 7356 Urban 98.78 30.3 never smoked 0
## 7357 Urban 117.17 38.6 formerly smoked 0
## 7359 Rural 97.45 25.7 never smoked 0
## 7362 Rural 82.55 24.3 formerly smoked 0
## 7363 Urban 60.30 21.9 never smoked 0
## 7366 Rural 96.33 29.1 smokes 0
## 7367 Rural 63.00 27.3 formerly smoked 0
## 7368 Rural 107.39 18.3 never smoked 0
## 7370 Rural 142.00 43.3 never smoked 0
## 7371 Urban 88.09 27.1 never smoked 0
## 7374 Rural 90.13 25.3 smokes 0
## 7376 Urban 124.77 25.6 formerly smoked 0
## 7378 Rural 108.30 26.1 never smoked 0
## 7379 Urban 74.50 41.7 never smoked 0
## 7381 Rural 90.94 26.3 never smoked 0
## 7383 Urban 99.07 27.7 never smoked 0
## 7386 Rural 103.74 15.1 never smoked 0
## 7388 Urban 179.45 46.8 never smoked 0
## 7390 Rural 88.58 20.9 never smoked 0
## 7393 Rural 75.33 29.5 never smoked 0
## 7395 Urban 90.13 28.0 never smoked 0
## 7396 Urban 80.54 23.1 never smoked 0
## 7397 Urban 65.22 23.6 never smoked 0
## 7400 Urban 101.65 35.1 never smoked 0
## 7401 Rural 98.01 25.3 formerly smoked 0
## 7402 Urban 71.82 19.1 smokes 0
## 7404 Urban 100.49 31.1 never smoked 0
## 7405 Urban 81.91 27.7 formerly smoked 0
## 7406 Urban 97.36 26.1 never smoked 0
## 7407 Urban 147.64 31.0 smokes 0
## 7410 Rural 73.44 28.9 smokes 0
## 7411 Urban 76.97 26.1 smokes 0
## 7413 Rural 115.61 31.9 never smoked 0
## 7414 Rural 76.14 21.7 smokes 0
## 7416 Rural 89.04 32.9 never smoked 0
## 7423 Urban 76.40 22.4 never smoked 0
## 7426 Rural 95.04 27.1 smokes 0
## 7427 Rural 112.90 25.5 formerly smoked 0
## 7428 Rural 106.77 24.4 smokes 0
## 7429 Rural 83.33 32.6 never smoked 0
## 7431 Urban 91.80 25.1 never smoked 0
## 7432 Urban 224.82 43.0 never smoked 0
## 7433 Urban 209.54 42.2 formerly smoked 0
## 7434 Rural 116.04 29.4 never smoked 0
## 7435 Urban 87.86 30.8 never smoked 0
## 7438 Rural 66.74 35.4 never smoked 0
## 7439 Urban 97.11 23.3 smokes 0
## 7440 Urban 88.70 33.0 never smoked 0
## 7441 Rural 109.19 31.7 never smoked 0
## 7442 Rural 91.95 29.5 smokes 0
## 7445 Urban 114.22 28.0 never smoked 0
## 7446 Rural 91.32 26.3 never smoked 0
## 7447 Urban 62.05 27.3 never smoked 0
## 7448 Urban 91.87 27.2 never smoked 0
## 7449 Rural 194.56 39.0 never smoked 0
## 7451 Urban 70.52 25.5 never smoked 0
## 7452 Urban 198.06 31.5 never smoked 0
## 7453 Urban 66.25 21.0 never smoked 0
## 7455 Rural 76.98 29.1 never smoked 0
## 7456 Urban 128.77 27.8 never smoked 0
## 7458 Rural 69.62 27.7 never smoked 0
## 7460 Rural 61.68 34.8 smokes 0
## 7461 Rural 65.75 32.0 never smoked 0
## 7462 Rural 94.36 39.5 never smoked 0
## 7465 Rural 83.62 29.5 smokes 0
## 7466 Rural 96.97 31.2 never smoked 0
## 7467 Rural 92.55 37.2 smokes 0
## 7470 Rural 65.74 25.4 never smoked 0
## 7472 Rural 104.89 30.6 never smoked 0
## 7473 Rural 84.26 30.5 smokes 0
## 7476 Urban 72.10 29.2 never smoked 0
## 7477 Urban 82.15 25.2 formerly smoked 0
## 7478 Rural 77.03 29.1 formerly smoked 0
## 7479 Urban 77.12 31.2 formerly smoked 0
## 7480 Rural 80.65 22.6 never smoked 0
## 7482 Rural 135.03 24.6 smokes 0
## 7483 Urban 93.13 27.7 formerly smoked 1
## 7484 Rural 124.47 19.7 formerly smoked 0
## 7486 Rural 87.31 22.1 never smoked 0
## 7487 Urban 68.19 28.3 never smoked 0
## 7488 Rural 189.46 23.0 never smoked 0
## 7489 Rural 82.77 30.0 never smoked 0
## 7490 Rural 86.79 31.6 formerly smoked 0
## 7491 Urban 105.95 43.4 never smoked 0
## 7492 Urban 216.26 30.1 formerly smoked 0
## 7493 Urban 58.83 25.2 smokes 0
## 7495 Urban 85.07 18.5 never smoked 0
## 7497 Rural 216.60 41.9 smokes 0
## 7499 Rural 96.87 15.8 formerly smoked 0
## 7500 Urban 82.87 47.9 never smoked 0
## 7502 Urban 59.35 32.2 formerly smoked 0
## 7503 Urban 192.27 38.7 smokes 0
## 7504 Rural 89.24 27.7 never smoked 0
## 7505 Urban 77.90 25.6 never smoked 0
## 7506 Rural 90.32 22.2 smokes 0
## 7507 Urban 73.39 31.5 never smoked 0
## 7509 Urban 84.09 28.3 smokes 0
## 7510 Rural 140.28 20.3 never smoked 0
## 7512 Urban 82.29 25.6 smokes 0
## 7514 Rural 210.24 40.2 formerly smoked 0
## 7517 Urban 64.86 21.1 never smoked 0
## 7518 Rural 87.44 26.1 formerly smoked 0
## 7519 Urban 76.01 31.2 never smoked 0
## 7520 Urban 84.76 24.1 never smoked 0
## 7521 Rural 178.73 37.1 formerly smoked 0
## 7522 Rural 97.94 48.9 never smoked 0
## 7523 Rural 73.78 40.8 never smoked 0
## 7524 Rural 64.21 30.0 smokes 0
## 7525 Urban 81.41 29.3 never smoked 0
## 7526 Rural 64.76 23.6 never smoked 0
## 7528 Urban 93.10 25.0 never smoked 0
## 7529 Urban 66.16 31.1 never smoked 0
## 7530 Rural 106.26 16.5 never smoked 0
## 7531 Urban 85.64 41.7 smokes 0
## 7532 Urban 70.37 26.1 smokes 0
## 7535 Rural 91.00 23.4 smokes 0
## 7538 Urban 65.98 41.6 formerly smoked 0
## 7540 Rural 92.37 39.5 never smoked 0
## 7541 Rural 238.70 35.5 never smoked 0
## 7542 Rural 83.93 27.9 formerly smoked 0
## 7543 Urban 203.72 18.4 formerly smoked 0
## 7544 Urban 87.99 32.3 never smoked 0
## 7545 Urban 82.70 29.9 formerly smoked 0
## 7547 Urban 177.47 30.4 never smoked 0
## 7548 Urban 63.85 25.6 smokes 0
## 7549 Urban 91.17 24.0 formerly smoked 0
## 7550 Urban 85.22 27.3 never smoked 0
## 7551 Urban 127.92 21.8 never smoked 0
## 7552 Urban 241.15 23.9 never smoked 0
## 7553 Urban 109.40 33.0 formerly smoked 0
## 7554 Urban 87.15 38.3 formerly smoked 0
## 7555 Urban 81.82 24.0 never smoked 0
## 7557 Urban 219.00 29.2 formerly smoked 0
## 7558 Rural 256.80 28.1 never smoked 0
## 7559 Rural 104.96 20.8 smokes 0
## 7561 Rural 93.77 21.6 smokes 0
## 7562 Urban 81.28 28.2 never smoked 0
## 7563 Rural 104.38 22.5 never smoked 0
## 7564 Rural 87.40 24.4 formerly smoked 0
## 7565 Rural 82.54 27.4 smokes 0
## 7566 Urban 88.89 34.8 never smoked 0
## 7567 Rural 102.53 26.7 never smoked 0
## 7568 Rural 109.04 37.0 never smoked 0
## 7570 Rural 93.75 27.7 smokes 0
## 7571 Rural 107.37 31.9 smokes 0
## 7573 Rural 96.01 27.7 formerly smoked 0
## 7575 Urban 154.44 24.2 never smoked 0
## 7577 Urban 112.47 27.7 formerly smoked 0
## 7579 Urban 94.47 34.6 never smoked 0
## 7580 Rural 66.54 28.1 formerly smoked 0
## 7581 Urban 72.91 23.5 formerly smoked 0
## 7582 Urban 107.75 20.9 smokes 0
## 7583 Urban 112.75 22.7 never smoked 0
## 7584 Urban 118.46 33.5 never smoked 0
## 7585 Urban 68.18 30.3 never smoked 0
## 7586 Rural 72.31 36.8 formerly smoked 0
## 7587 Rural 192.80 33.0 never smoked 0
## 7588 Rural 106.26 25.4 formerly smoked 0
## 7589 Rural 80.28 28.3 never smoked 0
## 7590 Urban 95.42 29.8 never smoked 0
## 7591 Urban 200.59 29.0 formerly smoked 1
## 7594 Rural 106.35 19.0 smokes 0
## 7596 Rural 97.54 37.0 formerly smoked 0
## 7597 Rural 202.96 24.2 smokes 0
## 7598 Rural 119.87 25.9 formerly smoked 0
## 7599 Rural 134.84 35.4 formerly smoked 0
## 7600 Urban 198.25 31.8 formerly smoked 0
## 7601 Urban 104.73 41.1 smokes 0
## 7602 Rural 170.64 16.1 smokes 0
## 7603 Rural 91.94 35.6 never smoked 0
## 7604 Rural 106.32 34.5 formerly smoked 0
## 7605 Rural 93.95 24.9 never smoked 0
## 7606 Urban 108.28 21.1 never smoked 0
## 7607 Rural 108.10 36.6 never smoked 0
## 7610 Urban 114.54 18.8 never smoked 0
## 7611 Urban 100.93 21.0 never smoked 0
## 7613 Rural 98.85 27.9 formerly smoked 0
## 7615 Urban 115.76 39.4 never smoked 0
## 7617 Urban 74.81 20.4 never smoked 0
## 7618 Urban 105.58 26.9 never smoked 0
## 7620 Rural 98.56 30.7 never smoked 0
## 7622 Rural 86.37 30.9 formerly smoked 0
## 7624 Urban 92.05 41.3 never smoked 0
## 7625 Rural 96.49 25.3 never smoked 0
## 7628 Rural 104.96 44.2 smokes 0
## 7629 Rural 78.79 36.2 never smoked 0
## 7631 Urban 103.24 24.9 formerly smoked 0
## 7635 Rural 62.98 31.0 never smoked 0
## 7636 Rural 99.92 30.4 formerly smoked 0
## 7637 Urban 66.83 19.8 never smoked 0
## 7638 Urban 91.85 30.2 smokes 0
## 7639 Urban 105.43 33.4 never smoked 0
## 7641 Rural 199.85 30.8 smokes 0
## 7642 Urban 89.71 40.4 never smoked 0
## 7643 Rural 125.03 33.5 smokes 0
## 7644 Urban 57.84 23.7 never smoked 0
## 7647 Rural 97.35 31.2 formerly smoked 0
## 7649 Rural 102.40 38.3 never smoked 0
## 7650 Rural 197.50 33.5 smokes 0
## 7653 Rural 69.25 45.2 smokes 0
## 7654 Urban 112.96 22.8 smokes 0
## 7655 Rural 76.32 22.1 smokes 0
## 7656 Rural 74.99 23.5 never smoked 0
## 7657 Rural 213.12 50.3 never smoked 0
## 7658 Rural 93.16 29.4 never smoked 0
## 7660 Rural 94.13 39.2 never smoked 0
## 7661 Rural 57.75 26.0 formerly smoked 0
## 7662 Rural 125.96 25.1 formerly smoked 0
## 7663 Rural 98.00 34.2 smokes 0
## 7665 Urban 57.23 35.9 formerly smoked 0
## 7666 Urban 201.74 27.7 smokes 0
## 7667 Rural 91.22 19.2 never smoked 0
## 7668 Rural 85.16 27.0 formerly smoked 0
## 7670 Urban 117.93 37.0 never smoked 0
## 7671 Rural 190.14 36.5 never smoked 1
## 7672 Urban 95.52 26.4 smokes 0
## 7673 Urban 95.52 22.1 never smoked 0
## 7674 Rural 103.36 34.4 never smoked 0
## 7675 Urban 73.11 22.3 smokes 0
## 7676 Rural 206.75 28.3 formerly smoked 0
## 7678 Rural 99.59 26.5 never smoked 0
## 7679 Rural 71.89 39.8 smokes 0
## 7680 Urban 80.71 36.4 formerly smoked 0
## 7681 Urban 107.05 54.9 smokes 0
## 7683 Urban 56.76 28.7 smokes 0
## 7684 Rural 99.75 33.0 formerly smoked 0
## 7686 Urban 86.57 20.2 never smoked 0
## 7687 Urban 85.15 27.7 never smoked 0
## 7688 Urban 217.32 37.8 smokes 0
## 7691 Urban 88.35 32.9 never smoked 0
## 7693 Rural 71.53 35.6 formerly smoked 0
## 7694 Urban 109.38 34.8 smokes 0
## 7696 Rural 93.98 29.9 never smoked 0
## 7698 Rural 102.23 31.1 smokes 0
## 7703 Urban 88.44 26.5 formerly smoked 0
## 7704 Urban 216.27 41.7 never smoked 0
## 7705 Urban 101.28 29.9 never smoked 0
## 7707 Urban 105.81 25.0 smokes 0
## 7708 Rural 106.66 22.4 never smoked 0
## 7709 Urban 86.08 23.2 never smoked 0
## 7710 Urban 120.16 27.6 smokes 0
## 7711 Urban 130.54 20.1 never smoked 1
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## 7713 Rural 70.14 37.2 formerly smoked 0
## 7714 Urban 183.41 28.4 smokes 0
## 7715 Rural 97.34 23.1 formerly smoked 0
## 7716 Rural 93.74 34.4 smokes 0
## 7717 Urban 69.82 28.9 never smoked 0
## 7718 Urban 83.60 30.5 formerly smoked 0
## 7719 Rural 74.64 25.7 formerly smoked 0
## 7721 Urban 59.42 46.8 never smoked 0
## 7723 Rural 93.45 36.0 smokes 0
## 7726 Urban 73.90 29.0 formerly smoked 0
## 7727 Rural 192.05 26.5 formerly smoked 0
## 7728 Urban 94.43 32.1 formerly smoked 0
## 7730 Rural 209.54 27.7 formerly smoked 0
## 7731 Urban 78.61 44.8 formerly smoked 0
## 7732 Urban 88.05 26.7 never smoked 0
## 7734 Rural 232.52 31.7 never smoked 0
## 7735 Urban 212.43 28.8 formerly smoked 0
## 7736 Urban 92.95 31.1 smokes 0
## 7738 Urban 218.82 38.5 formerly smoked 0
## 7739 Rural 77.76 29.2 smokes 0
## 7740 Rural 104.96 27.9 formerly smoked 0
## 7741 Urban 94.34 31.5 never smoked 0
## 7742 Urban 82.69 33.7 never smoked 0
## 7744 Rural 150.97 20.7 never smoked 0
## 7745 Rural 108.76 27.4 never smoked 0
## 7746 Rural 90.18 37.5 never smoked 0
## 7747 Rural 87.95 27.9 never smoked 0
## 7749 Urban 86.74 26.0 never smoked 0
## 7750 Urban 55.09 26.2 never smoked 0
## 7751 Urban 82.96 29.5 smokes 0
## 7752 Urban 143.63 40.2 smokes 0
## 7754 Rural 66.64 24.3 smokes 0
## 7756 Rural 77.28 20.1 never smoked 0
## 7758 Urban 109.51 25.4 never smoked 0
## 7759 Rural 170.44 23.6 never smoked 0
## 7760 Urban 57.92 25.2 never smoked 0
## 7761 Urban 108.73 24.2 never smoked 0
## 7763 Urban 159.69 29.5 formerly smoked 0
## 7764 Urban 84.05 40.4 smokes 0
## 7765 Rural 74.30 33.2 never smoked 0
## 7766 Urban 116.24 20.6 never smoked 0
## 7768 Urban 150.61 29.0 never smoked 0
## 7769 Urban 84.07 36.3 smokes 0
## 7771 Urban 245.59 36.0 formerly smoked 0
## 7774 Urban 87.98 35.4 formerly smoked 0
## 7776 Urban 106.42 46.3 never smoked 0
## 7777 Urban 65.36 31.2 formerly smoked 0
## 7778 Urban 106.48 26.3 formerly smoked 0
## 7780 Rural 62.16 40.4 never smoked 0
## 7781 Rural 93.28 24.5 never smoked 0
## 7782 Urban 207.49 21.3 never smoked 0
## 7783 Urban 61.88 56.5 never smoked 0
## 7787 Urban 231.74 24.3 formerly smoked 0
## 7789 Urban 113.64 27.9 never smoked 0
## 7790 Rural 182.99 36.5 never smoked 1
## 7791 Urban 101.41 31.5 smokes 0
## 7792 Rural 116.39 19.7 smokes 0
## 7793 Rural 102.04 27.8 never smoked 0
## 7796 Rural 85.33 20.8 never smoked 0
## 7797 Rural 97.70 27.7 never smoked 0
## 7798 Urban 106.65 27.5 formerly smoked 0
## 7799 Rural 215.73 29.9 smokes 0
## 7800 Urban 74.40 34.0 smokes 0
## 7801 Rural 151.72 37.0 formerly smoked 0
## 7802 Rural 69.99 29.2 formerly smoked 0
## 7803 Rural 83.43 27.1 never smoked 0
## 7804 Urban 77.91 25.4 never smoked 0
## 7807 Urban 110.14 25.7 never smoked 0
## 7810 Rural 75.59 30.1 formerly smoked 0
## 7813 Rural 160.08 38.8 never smoked 0
## 7816 Rural 82.05 30.4 formerly smoked 0
## 7817 Rural 110.03 22.0 never smoked 0
## 7819 Urban 199.49 29.1 never smoked 0
## 7820 Urban 88.47 28.9 formerly smoked 0
## 7822 Rural 87.82 33.6 formerly smoked 0
## 7823 Urban 122.43 27.6 formerly smoked 0
## 7825 Rural 75.09 41.3 smokes 0
## 7826 Urban 63.13 23.3 never smoked 0
## 7827 Rural 62.80 31.3 never smoked 0
## 7828 Urban 73.73 34.1 smokes 0
## 7830 Rural 107.12 25.0 never smoked 0
## 7832 Urban 91.01 34.6 formerly smoked 0
## 7833 Rural 75.25 30.2 smokes 0
## 7834 Urban 84.00 25.3 never smoked 0
## 7836 Urban 56.52 42.4 smokes 0
## 7838 Urban 180.60 39.7 formerly smoked 0
## 7842 Rural 89.92 34.9 smokes 0
## 7843 Urban 207.12 28.7 never smoked 0
## 7846 Urban 83.72 21.1 formerly smoked 0
## 7847 Urban 115.25 30.1 smokes 0
## 7848 Urban 59.74 27.7 smokes 0
## 7852 Rural 240.99 36.1 formerly smoked 0
## 7853 Rural 69.89 33.0 never smoked 0
## 7855 Urban 200.02 33.7 never smoked 0
## 7856 Rural 95.20 47.1 never smoked 0
## 7859 Rural 90.53 22.8 smokes 0
## 7860 Urban 79.18 40.3 never smoked 0
## 7861 Rural 71.94 30.6 never smoked 0
## 7863 Urban 96.36 41.7 never smoked 0
## 7864 Urban 82.40 25.9 formerly smoked 0
## 7866 Urban 83.87 19.5 formerly smoked 0
## 7867 Urban 83.81 27.7 smokes 0
## 7868 Rural 72.41 24.3 smokes 0
## 7869 Rural 204.98 45.1 never smoked 0
## 7871 Urban 85.89 27.1 never smoked 0
## 7872 Rural 90.81 12.7 never smoked 0
## 7873 Rural 82.13 32.5 formerly smoked 0
## 7876 Rural 95.47 23.8 never smoked 0
## 7877 Urban 63.04 21.4 never smoked 0
## 7878 Rural 76.96 28.1 formerly smoked 0
## 7879 Urban 75.37 24.0 never smoked 0
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## 7882 Rural 147.45 27.8 never smoked 0
## 7883 Rural 115.03 32.0 smokes 0
## 7884 Rural 143.09 21.8 formerly smoked 0
## 7886 Rural 89.54 34.7 never smoked 0
## 7888 Rural 114.71 39.4 formerly smoked 0
## 7889 Rural 101.45 27.7 formerly smoked 1
## 7890 Rural 55.17 45.7 never smoked 0
## 7891 Rural 69.97 30.9 smokes 0
## 7892 Rural 224.90 24.0 never smoked 0
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## 7894 Rural 124.19 23.4 never smoked 0
## 7897 Urban 93.33 31.7 never smoked 0
## 7898 Urban 224.03 35.6 formerly smoked 0
## 7899 Urban 77.15 36.6 never smoked 0
## 7900 Rural 103.11 22.2 never smoked 0
## 7901 Urban 137.57 26.7 smokes 0
## 7902 Urban 116.70 23.9 formerly smoked 0
## 7903 Rural 62.94 25.5 never smoked 0
## 7904 Urban 83.60 35.0 smokes 0
## 7905 Rural 75.97 20.5 never smoked 0
## 7906 Rural 206.09 26.7 never smoked 1
## 7908 Urban 67.34 34.0 formerly smoked 0
## 7909 Urban 215.09 42.3 never smoked 0
## 7910 Rural 215.78 31.2 never smoked 0
## 7912 Rural 201.07 29.2 never smoked 0
## 7913 Rural 146.49 25.5 formerly smoked 0
## 7914 Urban 74.16 30.5 never smoked 0
## 7916 Rural 140.51 40.0 smokes 0
## 7918 Urban 60.23 28.0 formerly smoked 0
## 7919 Rural 81.11 22.2 never smoked 0
## 7920 Rural 198.35 39.2 smokes 0
## 7921 Urban 64.33 19.8 never smoked 0
## 7922 Rural 119.72 29.1 never smoked 0
## 7923 Urban 91.20 18.3 smokes 0
## 7924 Urban 74.59 23.6 never smoked 0
## 7926 Rural 83.51 21.9 never smoked 0
## 7927 Urban 83.76 46.3 never smoked 0
## 7928 Urban 84.81 29.3 smokes 0
## 7930 Rural 127.38 22.8 never smoked 0
## 7932 Rural 82.73 42.3 never smoked 0
## 7933 Rural 116.51 25.0 never smoked 0
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## 7936 Rural 65.74 29.2 never smoked 0
## 7937 Rural 84.35 27.7 smokes 0
## 7939 Urban 66.03 28.0 smokes 0
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## 7942 Rural 78.32 36.8 formerly smoked 0
## 7943 Rural 123.79 42.0 never smoked 0
## 7945 Urban 104.20 27.7 smokes 0
## 7946 Rural 102.09 28.7 smokes 0
## 7947 Urban 184.26 38.2 never smoked 0
## 7948 Urban 234.44 26.2 smokes 0
## 7949 Urban 108.53 36.1 never smoked 0
## 7950 Rural 85.37 24.8 never smoked 0
## 7952 Rural 103.90 21.9 formerly smoked 0
## 7953 Rural 78.84 24.2 formerly smoked 0
## 7954 Rural 96.10 28.6 never smoked 0
## 7956 Urban 211.99 26.9 smokes 0
## 7957 Urban 93.82 37.2 formerly smoked 0
## 7958 Urban 90.22 40.0 never smoked 0
## 7959 Rural 117.88 33.4 formerly smoked 0
## 7960 Rural 192.86 34.1 never smoked 0
## 7963 Urban 115.87 38.9 smokes 0
## 7964 Urban 141.59 36.1 formerly smoked 0
## 7966 Urban 125.96 28.4 formerly smoked 0
## 7967 Rural 66.42 32.2 smokes 0
## 7968 Rural 80.90 23.0 never smoked 0
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## 7972 Urban 231.90 23.3 never smoked 0
## 7973 Urban 84.80 27.9 never smoked 0
## 7974 Urban 57.83 23.1 never smoked 0
## 7975 Urban 69.64 23.3 never smoked 0
## 7977 Urban 72.25 22.3 never smoked 0
## 7979 Urban 215.39 30.4 formerly smoked 0
## 7980 Rural 125.26 28.3 smokes 0
## 7981 Urban 72.90 41.6 never smoked 0
## 7982 Urban 91.97 32.2 smokes 0
## 7983 Urban 78.97 25.7 formerly smoked 0
## 7984 Urban 66.56 31.4 formerly smoked 0
## 7986 Urban 263.32 38.7 never smoked 1
## 7988 Urban 79.94 24.8 smokes 0
## 7992 Rural 71.04 23.2 formerly smoked 0
## 7995 Rural 122.72 23.0 formerly smoked 0
## 7998 Rural 236.73 34.3 smokes 0
## 7999 Rural 96.05 22.0 never smoked 0
## 8000 Urban 77.72 27.0 smokes 0
## 8001 Urban 70.38 23.4 formerly smoked 0
## 8002 Urban 60.89 29.8 formerly smoked 0
## 8004 Rural 91.12 26.1 smokes 0
## 8005 Urban 96.70 28.7 never smoked 0
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## 8010 Rural 122.39 27.6 never smoked 0
## 8011 Urban 86.76 20.2 never smoked 0
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## 8014 Rural 141.84 25.1 formerly smoked 0
## 8015 Urban 66.07 42.2 never smoked 0
## 8018 Urban 91.43 49.1 never smoked 0
## 8019 Rural 76.28 32.5 never smoked 0
## 8020 Urban 118.88 20.4 never smoked 0
## 8021 Urban 65.52 32.0 never smoked 0
## 8022 Rural 127.35 35.4 smokes 0
## 8024 Rural 100.45 35.0 never smoked 0
## 8026 Urban 106.72 27.4 never smoked 0
## 8028 Urban 97.86 31.2 smokes 0
## 8029 Rural 104.17 27.4 never smoked 0
## 8030 Rural 98.10 24.2 smokes 0
## 8031 Rural 82.08 24.0 never smoked 0
## 8032 Urban 64.83 23.0 never smoked 0
## 8033 Urban 171.55 27.7 formerly smoked 0
## 8034 Urban 67.76 30.9 never smoked 0
## 8035 Rural 65.40 25.6 formerly smoked 0
## 8036 Urban 84.82 33.7 formerly smoked 0
## 8037 Rural 78.93 34.1 never smoked 0
## 8038 Urban 140.10 29.9 formerly smoked 1
## 8039 Urban 91.36 23.7 never smoked 0
## 8041 Rural 73.51 31.7 formerly smoked 0
## 8042 Urban 110.95 29.3 never smoked 0
## 8043 Rural 152.04 24.4 never smoked 0
## 8044 Urban 60.98 25.4 never smoked 0
## 8045 Rural 112.84 29.5 never smoked 0
## 8046 Urban 61.93 27.8 never smoked 0
## 8048 Urban 88.87 36.8 formerly smoked 0
## 8050 Urban 64.77 27.4 formerly smoked 0
## 8051 Rural 191.32 27.7 smokes 0
## 8052 Rural 84.67 27.5 smokes 0
## 8054 Urban 175.42 31.5 never smoked 0
## 8055 Urban 86.72 33.4 formerly smoked 0
## 8056 Rural 97.36 37.2 formerly smoked 0
## 8057 Rural 100.73 45.0 never smoked 0
## 8058 Urban 90.99 23.3 formerly smoked 0
## 8059 Rural 83.23 32.5 smokes 0
## 8061 Urban 94.35 27.7 smokes 0
## 8062 Rural 120.40 30.8 smokes 0
## 8063 Rural 214.02 27.6 never smoked 0
## 8064 Rural 68.71 30.3 never smoked 0
## 8065 Rural 82.54 22.9 never smoked 0
## 8067 Urban 62.75 31.1 formerly smoked 0
## 8069 Rural 85.63 30.2 never smoked 0
## 8070 Urban 111.82 25.2 never smoked 0
## 8071 Rural 85.44 68.6 formerly smoked 0
## 8072 Rural 87.49 24.1 never smoked 0
## 8074 Urban 86.38 27.6 never smoked 0
## 8076 Urban 87.69 30.0 never smoked 0
## 8077 Rural 65.78 32.1 never smoked 0
## 8078 Urban 76.38 21.9 never smoked 0
## 8079 Urban 104.12 30.2 never smoked 0
## 8081 Urban 126.63 22.1 never smoked 0
## 8082 Rural 80.30 27.7 never smoked 0
## 8084 Rural 240.49 33.3 smokes 0
## 8086 Rural 98.00 28.5 smokes 0
## 8087 Urban 95.36 34.9 smokes 0
## 8089 Rural 100.37 31.5 smokes 0
## 8090 Urban 69.78 31.7 smokes 0
## 8092 Urban 72.26 33.3 never smoked 0
## 8093 Urban 80.21 20.5 smokes 0
## 8094 Urban 67.98 20.8 smokes 0
## 8096 Rural 77.98 25.2 smokes 0
## 8097 Rural 231.92 43.3 formerly smoked 0
## 8098 Urban 108.11 22.9 never smoked 0
## 8099 Rural 203.47 36.7 smokes 0
## 8101 Urban 100.88 32.6 never smoked 0
## 8102 Rural 88.49 29.0 never smoked 0
## 8104 Rural 135.20 24.9 formerly smoked 0
## 8105 Rural 83.27 32.8 never smoked 0
## 8106 Urban 75.57 25.4 never smoked 0
## 8108 Rural 113.17 26.8 never smoked 0
## 8111 Urban 103.92 19.8 formerly smoked 0
## 8112 Rural 68.45 23.2 never smoked 0
## 8113 Rural 68.74 20.7 never smoked 0
## 8114 Urban 104.20 22.2 formerly smoked 0
## 8117 Rural 200.06 28.6 formerly smoked 0
## 8118 Urban 101.93 27.6 never smoked 0
## 8119 Rural 109.27 39.7 formerly smoked 0
## 8120 Rural 79.78 21.9 never smoked 0
## 8121 Rural 95.69 23.2 never smoked 0
## 8122 Rural 90.00 30.2 smokes 0
## 8123 Urban 102.77 23.9 never smoked 0
## 8124 Urban 55.80 28.3 never smoked 0
## 8125 Urban 102.06 24.7 never smoked 0
## 8126 Rural 82.56 40.6 never smoked 0
## 8127 Rural 138.11 31.0 formerly smoked 0
## 8128 Rural 190.60 25.1 never smoked 0
## 8129 Rural 84.03 33.1 smokes 0
## 8131 Rural 134.63 32.1 never smoked 0
## 8133 Urban 98.74 26.1 never smoked 0
## 8134 Rural 68.04 36.0 smokes 0
## 8135 Rural 92.66 43.1 formerly smoked 0
## 8136 Urban 143.79 40.2 never smoked 0
## 8137 Rural 213.15 31.3 never smoked 0
## 8139 Rural 88.20 23.5 smokes 0
## 8141 Urban 93.88 27.6 smokes 0
## 8142 Urban 111.80 27.7 never smoked 0
## 8143 Rural 73.52 36.1 never smoked 0
## 8144 Urban 88.41 22.7 formerly smoked 0
## 8146 Rural 85.65 27.9 formerly smoked 0
## 8151 Rural 70.89 32.5 never smoked 0
## 8152 Rural 161.23 29.2 formerly smoked 0
## 8153 Urban 101.54 24.9 never smoked 0
## 8157 Urban 65.04 22.9 never smoked 0
## 8159 Urban 87.61 24.4 never smoked 0
## 8160 Urban 89.51 39.2 never smoked 0
## 8161 Rural 62.02 29.4 never smoked 0
## 8163 Urban 179.79 40.7 never smoked 0
## 8164 Rural 89.29 27.6 never smoked 0
## 8165 Rural 74.12 21.8 never smoked 0
## 8167 Rural 86.78 22.5 never smoked 0
## 8168 Urban 72.70 30.3 never smoked 0
## 8169 Rural 88.95 27.2 formerly smoked 0
## 8171 Rural 187.33 36.0 never smoked 0
## 8174 Urban 84.38 24.0 formerly smoked 0
## 8175 Urban 91.03 36.1 never smoked 0
## 8178 Urban 192.59 33.5 never smoked 0
## 8180 Urban 69.77 27.7 never smoked 0
## 8181 Rural 130.61 28.1 smokes 0
## 8183 Rural 131.58 22.4 never smoked 0
## 8184 Urban 105.00 20.5 never smoked 0
## 8186 Urban 80.96 17.3 never smoked 0
## 8187 Urban 86.40 32.5 smokes 0
## 8188 Urban 114.71 38.3 never smoked 0
## 8189 Urban 85.29 28.3 formerly smoked 0
## 8190 Urban 94.32 25.7 never smoked 0
## 8192 Rural 83.71 24.6 never smoked 0
## 8193 Urban 237.94 24.9 never smoked 0
## 8196 Rural 160.53 49.8 never smoked 0
## 8198 Rural 58.97 23.9 never smoked 0
## 8199 Rural 75.07 32.1 formerly smoked 0
## 8200 Urban 157.98 42.2 never smoked 0
## 8201 Urban 55.33 30.2 formerly smoked 0
## 8202 Rural 61.06 37.9 formerly smoked 0
## 8203 Urban 70.81 21.5 smokes 0
## 8204 Rural 96.67 29.4 formerly smoked 0
## 8205 Urban 195.58 26.9 never smoked 0
## 8206 Rural 89.33 27.7 formerly smoked 0
## 8207 Rural 59.24 25.1 formerly smoked 0
## 8208 Urban 92.69 32.8 formerly smoked 0
## 8210 Rural 87.46 36.1 formerly smoked 0
## 8211 Urban 90.09 23.9 never smoked 0
## 8215 Urban 83.46 30.7 never smoked 0
## 8218 Rural 176.35 22.3 formerly smoked 0
## 8219 Rural 84.57 34.7 formerly smoked 0
## 8220 Rural 194.37 27.0 formerly smoked 1
## 8221 Urban 190.36 45.6 formerly smoked 0
## 8222 Rural 199.81 28.8 formerly smoked 0
## 8223 Urban 97.57 41.0 never smoked 0
## 8225 Urban 98.38 20.8 never smoked 0
## 8226 Rural 126.39 40.0 never smoked 0
## 8227 Urban 222.75 19.6 never smoked 0
## 8228 Urban 93.86 32.8 smokes 0
## 8230 Rural 76.31 25.3 never smoked 0
## 8231 Rural 61.06 21.0 formerly smoked 0
## 8232 Urban 94.09 21.4 never smoked 0
## 8233 Urban 72.30 22.2 never smoked 0
## 8234 Rural 108.73 25.7 never smoked 0
## 8235 Rural 87.34 34.4 never smoked 0
## 8237 Rural 98.09 20.7 never smoked 0
## 8238 Urban 88.99 23.1 never smoked 0
## 8239 Rural 90.35 32.5 formerly smoked 0
## 8243 Rural 103.15 35.7 never smoked 0
## 8244 Rural 213.08 22.9 never smoked 0
## 8247 Urban 95.24 25.7 never smoked 0
## 8248 Urban 81.41 37.5 never smoked 0
## 8251 Rural 81.07 30.8 formerly smoked 0
## 8252 Urban 109.29 26.5 never smoked 0
## 8253 Urban 81.81 22.1 smokes 0
## 8254 Rural 99.88 20.6 never smoked 0
## 8255 Rural 135.50 26.7 never smoked 0
## 8256 Urban 77.63 27.7 smokes 0
## 8257 Urban 88.92 19.9 formerly smoked 0
## 8259 Urban 80.56 33.2 smokes 0
## 8260 Rural 77.01 28.2 never smoked 0
## 8261 Rural 131.54 24.6 formerly smoked 0
## 8262 Urban 85.94 25.0 formerly smoked 0
## 8263 Rural 117.65 42.3 never smoked 0
## 8264 Urban 78.19 31.0 never smoked 0
## 8267 Rural 114.06 24.8 formerly smoked 0
## 8268 Rural 205.02 34.4 never smoked 0
## 8269 Rural 216.10 42.0 never smoked 0
## 8272 Urban 77.73 28.2 formerly smoked 0
## 8277 Urban 202.73 41.9 smokes 0
## 8279 Urban 104.26 29.7 formerly smoked 0
## 8280 Rural 60.67 17.1 formerly smoked 0
## 8284 Urban 75.22 39.5 never smoked 0
## 8285 Urban 160.46 25.2 never smoked 0
## 8291 Urban 216.55 23.9 formerly smoked 0
## 8292 Rural 117.68 32.9 never smoked 0
## 8293 Urban 108.11 19.3 never smoked 0
## 8294 Rural 81.03 29.7 smokes 0
## 8296 Urban 121.79 27.2 never smoked 0
## 8298 Urban 223.05 39.1 never smoked 0
## 8300 Urban 111.70 27.7 formerly smoked 0
## 8301 Rural 98.54 35.5 never smoked 0
## 8302 Rural 77.69 38.4 never smoked 0
## 8303 Urban 259.77 35.4 smokes 0
## 8305 Rural 73.49 45.4 never smoked 0
## 8306 Rural 109.58 21.8 never smoked 0
## 8307 Urban 105.29 26.8 formerly smoked 0
## 8308 Rural 84.45 22.1 never smoked 0
## 8309 Rural 92.97 21.4 never smoked 0
## 8310 Urban 61.28 33.6 never smoked 0
## 8311 Rural 85.16 34.2 never smoked 0
## 8312 Rural 111.45 22.0 smokes 0
## 8313 Rural 57.04 18.2 smokes 0
## 8314 Urban 72.56 31.8 formerly smoked 0
## 8316 Urban 84.22 31.6 smokes 0
## 8318 Urban 97.80 29.8 never smoked 0
## 8320 Urban 66.04 37.8 never smoked 0
## 8321 Rural 93.39 26.5 never smoked 0
## 8322 Urban 203.51 27.1 never smoked 0
## 8324 Rural 215.13 36.6 smokes 0
## 8326 Urban 124.91 26.8 formerly smoked 0
## 8327 Rural 115.62 40.7 smokes 0
## 8328 Rural 68.82 22.5 formerly smoked 0
## 8329 Urban 100.31 19.8 smokes 0
## 8330 Rural 90.91 23.8 never smoked 0
## 8333 Urban 201.90 33.1 never smoked 0
## 8334 Rural 120.83 31.7 smokes 0
## 8337 Rural 99.98 35.6 formerly smoked 0
## 8338 Urban 97.01 29.3 smokes 0
## 8341 Rural 95.26 40.8 formerly smoked 0
## 8343 Urban 55.15 36.1 formerly smoked 0
## 8344 Urban 73.67 41.4 smokes 0
## 8345 Rural 80.81 17.2 smokes 0
## 8346 Rural 93.49 34.5 never smoked 0
## 8349 Rural 96.12 24.2 smokes 0
## 8350 Rural 81.59 22.7 never smoked 0
## 8351 Rural 95.45 25.5 never smoked 0
## 8353 Urban 195.63 39.9 smokes 0
## 8355 Rural 104.62 22.4 never smoked 0
## 8356 Urban 72.63 53.2 never smoked 0
## 8359 Rural 71.92 20.2 smokes 0
## 8364 Urban 102.75 26.1 never smoked 0
## 8366 Rural 80.66 40.3 never smoked 0
## 8367 Urban 214.57 25.2 never smoked 0
## 8368 Urban 82.02 22.5 never smoked 0
## 8369 Urban 180.41 35.8 formerly smoked 0
## 8370 Rural 106.96 26.8 never smoked 0
## 8371 Urban 99.31 29.7 never smoked 0
## 8372 Urban 75.36 24.0 never smoked 0
## 8373 Rural 99.84 22.6 never smoked 0
## 8375 Urban 83.99 33.2 never smoked 0
## 8376 Rural 62.79 23.4 never smoked 0
## 8377 Rural 85.77 27.7 formerly smoked 0
## 8378 Rural 88.83 31.6 smokes 0
## 8380 Urban 210.99 37.3 never smoked 0
## 8383 Urban 65.37 33.3 never smoked 0
## 8384 Urban 93.10 30.1 formerly smoked 0
## 8385 Rural 216.68 33.9 formerly smoked 0
## 8386 Urban 95.50 32.4 smokes 0
## 8387 Rural 177.48 21.2 never smoked 0
## 8388 Urban 175.12 37.9 formerly smoked 0
## 8389 Rural 79.12 27.9 smokes 0
## 8391 Urban 86.44 63.6 never smoked 0
## 8392 Urban 69.08 30.9 never smoked 0
## 8395 Rural 188.92 29.5 formerly smoked 0
## 8396 Rural 171.33 31.2 never smoked 0
## 8397 Rural 155.85 25.7 never smoked 0
## 8398 Rural 95.65 25.5 never smoked 0
## 8400 Rural 81.59 24.6 never smoked 0
## 8401 Rural 104.84 44.1 smokes 0
## 8402 Urban 84.88 23.9 never smoked 0
## 8403 Rural 60.36 34.2 smokes 0
## 8404 Urban 97.82 28.7 never smoked 0
## 8406 Urban 90.72 26.8 never smoked 0
## 8407 Urban 98.65 32.9 never smoked 0
## 8408 Rural 77.64 32.0 never smoked 0
## 8409 Rural 107.53 24.7 never smoked 0
## 8411 Urban 111.21 24.9 smokes 0
## 8412 Rural 95.00 28.6 formerly smoked 0
## 8413 Rural 93.96 29.3 smokes 0
## 8414 Urban 88.61 18.5 never smoked 0
## 8416 Urban 82.53 20.1 formerly smoked 0
## 8418 Urban 83.58 46.5 smokes 0
## 8419 Urban 63.96 33.0 never smoked 0
## 8420 Rural 84.81 35.5 never smoked 0
## 8421 Urban 90.70 27.7 formerly smoked 0
## 8422 Urban 83.71 26.2 never smoked 0
## 8423 Rural 103.68 25.0 never smoked 1
## 8424 Rural 66.70 24.2 never smoked 0
## 8425 Urban 205.90 38.8 never smoked 0
## 8426 Rural 64.93 26.0 never smoked 0
## 8429 Urban 92.76 32.8 never smoked 0
## 8430 Rural 69.61 30.5 smokes 0
## 8432 Rural 56.81 25.5 formerly smoked 0
## 8433 Urban 76.11 23.0 never smoked 0
## 8434 Urban 227.44 46.6 never smoked 0
## 8436 Urban 103.48 23.8 never smoked 0
## 8438 Rural 86.55 27.7 formerly smoked 0
## 8439 Urban 80.87 23.2 never smoked 0
## 8441 Urban 140.12 35.5 never smoked 0
## 8442 Rural 78.88 27.5 smokes 0
## 8443 Urban 65.53 31.6 formerly smoked 0
## 8444 Urban 75.69 24.0 formerly smoked 0
## 8445 Rural 217.28 56.7 smokes 0
## 8447 Urban 72.59 20.1 never smoked 0
## 8448 Rural 84.11 21.1 smokes 0
## 8449 Rural 87.01 26.8 never smoked 0
## 8451 Rural 112.10 22.5 formerly smoked 0
## 8453 Rural 107.10 18.9 smokes 0
## 8455 Rural 99.99 27.2 never smoked 0
## 8456 Urban 69.20 36.4 formerly smoked 0
## 8457 Rural 100.74 24.3 never smoked 0
## 8458 Urban 146.80 32.4 never smoked 0
## 8460 Rural 77.13 30.0 never smoked 0
## 8461 Rural 108.13 28.5 smokes 0
## 8462 Urban 100.46 29.6 never smoked 0
## 8463 Rural 87.96 23.2 never smoked 0
## 8464 Urban 105.00 27.7 smokes 0
## 8465 Urban 76.78 29.4 never smoked 0
## 8466 Urban 81.85 21.8 never smoked 0
## 8468 Urban 102.67 30.7 never smoked 0
## 8470 Urban 77.78 22.2 never smoked 0
## 8472 Rural 85.06 32.9 never smoked 0
## 8473 Urban 113.03 26.8 never smoked 0
## 8475 Rural 80.08 26.9 smokes 0
## 8476 Urban 176.61 31.9 never smoked 0
## 8477 Rural 73.39 21.9 formerly smoked 0
## 8478 Urban 96.30 34.3 smokes 0
## 8480 Urban 93.10 24.7 smokes 0
## 8482 Rural 109.44 26.4 never smoked 0
## 8483 Rural 65.33 25.2 smokes 0
## 8484 Rural 251.63 29.1 formerly smoked 0
## 8487 Rural 141.58 31.5 formerly smoked 0
## 8488 Urban 70.35 27.2 smokes 0
## 8489 Rural 72.99 27.4 smokes 0
## 8490 Urban 67.94 27.0 never smoked 0
## 8491 Rural 227.15 31.2 never smoked 0
## 8492 Urban 212.22 27.7 smokes 0
## 8494 Rural 144.50 32.9 never smoked 0
## 8495 Urban 100.97 32.3 never smoked 0
## 8496 Urban 84.40 34.9 formerly smoked 0
## 8497 Rural 86.17 29.0 never smoked 0
## 8502 Rural 105.81 35.5 smokes 0
## 8504 Rural 77.44 25.6 never smoked 0
## 8506 Urban 83.62 24.5 never smoked 0
## 8508 Urban 64.76 25.1 never smoked 0
## 8510 Rural 61.55 35.0 never smoked 0
## 8511 Rural 78.10 40.9 formerly smoked 0
## 8512 Rural 109.32 43.8 never smoked 0
## 8513 Rural 83.43 27.7 formerly smoked 0
## 8514 Rural 101.26 23.8 never smoked 0
## 8515 Urban 87.17 34.4 never smoked 0
## 8516 Urban 208.08 31.3 smokes 0
## 8517 Rural 248.12 42.2 never smoked 0
## 8520 Urban 69.19 25.9 never smoked 0
## 8521 Urban 132.94 32.1 never smoked 0
## 8525 Urban 177.37 38.9 never smoked 0
## 8526 Urban 124.67 24.6 never smoked 0
## 8527 Urban 118.11 30.4 never smoked 0
## 8528 Rural 172.93 27.4 smokes 0
## 8529 Rural 69.54 29.5 never smoked 0
## 8531 Urban 82.53 32.8 never smoked 0
## 8534 Rural 102.87 28.0 never smoked 0
## 8536 Rural 124.39 24.6 never smoked 0
## 8539 Urban 190.24 36.7 smokes 0
## 8541 Rural 119.36 24.5 never smoked 0
## 8542 Urban 84.49 20.6 never smoked 0
## 8545 Urban 82.65 30.7 never smoked 0
## 8547 Rural 118.14 21.3 never smoked 0
## 8549 Rural 98.79 25.8 smokes 0
## 8550 Rural 125.63 21.5 formerly smoked 0
## 8552 Urban 211.85 33.0 smokes 0
## 8553 Urban 105.53 31.2 never smoked 0
## 8554 Rural 89.49 33.0 never smoked 0
## 8555 Rural 116.44 23.8 smokes 1
## 8556 Urban 71.38 23.5 never smoked 0
## 8557 Rural 90.15 27.7 formerly smoked 0
## 8560 Rural 96.44 24.6 never smoked 0
## 8562 Rural 114.90 27.7 formerly smoked 0
## 8563 Urban 64.21 22.6 smokes 0
## 8564 Rural 68.08 19.1 never smoked 0
## 8565 Rural 68.96 25.0 never smoked 0
## 8566 Rural 86.79 32.6 never smoked 0
## 8567 Urban 220.10 31.6 never smoked 0
## 8570 Rural 102.07 27.0 smokes 0
## 8571 Urban 154.26 24.9 formerly smoked 0
## 8572 Urban 79.20 32.7 smokes 0
## 8573 Urban 60.00 29.2 formerly smoked 0
## 8574 Urban 59.37 26.2 never smoked 0
## 8575 Rural 84.56 40.7 formerly smoked 0
## 8576 Urban 122.32 22.5 never smoked 0
## 8577 Urban 61.78 30.6 never smoked 0
## 8578 Urban 70.28 21.8 never smoked 1
## 8580 Urban 77.67 26.9 never smoked 0
## 8582 Urban 92.51 20.1 never smoked 0
## 8583 Rural 79.44 22.0 never smoked 0
## 8584 Rural 69.59 33.7 smokes 0
## 8586 Urban 104.24 34.7 formerly smoked 0
## 8588 Urban 133.89 25.6 never smoked 0
## 8591 Rural 58.52 20.2 never smoked 0
## 8593 Rural 225.41 24.0 smokes 0
## 8594 Urban 78.48 29.4 never smoked 0
## 8596 Urban 158.77 31.5 never smoked 0
## 8597 Urban 70.56 31.0 smokes 0
## 8598 Urban 89.72 26.2 never smoked 0
## 8600 Rural 192.84 21.9 formerly smoked 0
## 8601 Urban 205.75 34.3 formerly smoked 0
## 8602 Urban 80.11 31.8 smokes 0
## 8603 Urban 67.35 30.6 formerly smoked 0
## 8604 Urban 84.31 31.0 smokes 0
## 8605 Rural 85.41 34.1 smokes 0
## 8606 Rural 125.65 45.1 never smoked 0
## 8607 Urban 140.12 23.9 smokes 0
## 8608 Rural 78.82 19.8 never smoked 0
## 8609 Urban 75.35 27.7 formerly smoked 0
## 8610 Urban 72.17 36.8 never smoked 1
## 8612 Rural 213.46 32.5 smokes 0
## 8613 Rural 65.36 38.5 smokes 0
## 8614 Rural 128.27 30.7 never smoked 0
## 8615 Urban 60.26 36.3 never smoked 0
## 8616 Rural 103.96 29.8 never smoked 0
## 8617 Rural 174.88 27.3 never smoked 0
## 8618 Rural 60.62 39.3 smokes 0
## 8619 Urban 86.49 25.6 never smoked 0
## 8622 Urban 69.07 40.0 formerly smoked 0
## 8623 Rural 102.92 27.9 formerly smoked 0
## 8624 Rural 129.81 22.6 smokes 0
## 8626 Rural 66.75 30.2 never smoked 0
## 8628 Urban 221.79 30.0 never smoked 1
## 8629 Urban 179.24 27.7 formerly smoked 0
## 8630 Urban 197.06 37.4 smokes 0
## 8631 Urban 55.43 37.6 formerly smoked 0
## 8633 Rural 60.21 24.4 smokes 0
## 8634 Urban 224.09 39.3 never smoked 0
## 8635 Rural 59.33 29.0 formerly smoked 0
## 8636 Urban 124.04 25.9 never smoked 0
## 8637 Rural 112.35 26.5 never smoked 0
## 8639 Rural 106.23 30.6 never smoked 0
## 8640 Rural 236.13 27.5 smokes 0
## 8641 Urban 140.11 35.1 formerly smoked 0
## 8642 Urban 85.86 28.7 never smoked 0
## 8643 Urban 55.23 26.8 formerly smoked 0
## 8644 Urban 186.88 29.5 smokes 0
## 8645 Rural 75.00 45.6 formerly smoked 0
## 8646 Rural 113.13 27.2 never smoked 0
## 8647 Rural 82.00 35.7 never smoked 0
## 8648 Urban 168.17 40.2 smokes 0
## 8649 Rural 107.13 23.4 never smoked 0
## 8652 Rural 101.63 29.1 formerly smoked 0
## 8653 Urban 86.83 35.7 never smoked 0
## 8656 Rural 73.68 24.3 never smoked 0
## 8657 Rural 79.13 28.7 never smoked 0
## 8661 Rural 57.20 39.2 smokes 0
## 8662 Rural 76.05 45.6 never smoked 0
## 8663 Rural 106.24 25.7 never smoked 0
## 8664 Urban 138.16 30.3 smokes 0
## 8665 Urban 66.65 24.0 never smoked 0
## 8666 Rural 86.13 29.4 never smoked 0
## 8668 Urban 87.02 25.7 smokes 0
## 8670 Urban 59.34 37.4 never smoked 0
## 8673 Urban 88.65 30.3 smokes 0
## 8674 Rural 173.03 22.2 never smoked 0
## 8675 Urban 99.87 24.7 never smoked 0
## 8676 Urban 67.53 25.9 smokes 0
## 8677 Urban 63.31 40.0 never smoked 0
## 8678 Rural 81.30 25.4 smokes 0
## 8679 Rural 92.79 31.7 never smoked 0
## 8684 Rural 98.56 30.0 smokes 0
## 8686 Urban 78.10 30.2 formerly smoked 0
## 8687 Rural 79.56 26.6 never smoked 0
## 8688 Rural 195.07 30.6 never smoked 0
## 8691 Rural 213.39 28.1 formerly smoked 0
## 8693 Rural 82.63 31.8 formerly smoked 0
## 8695 Urban 79.61 28.7 smokes 0
## 8697 Rural 118.62 26.2 never smoked 0
## 8698 Rural 169.32 27.7 never smoked 0
## 8699 Urban 151.74 22.1 never smoked 0
## 8700 Rural 88.19 31.8 smokes 0
## 8701 Rural 102.50 33.7 formerly smoked 0
## 8702 Rural 111.00 23.2 never smoked 0
## 8704 Urban 128.31 34.0 never smoked 0
## 8705 Rural 96.90 47.6 formerly smoked 0
## 8706 Urban 83.56 23.0 never smoked 0
## 8708 Urban 74.61 24.1 smokes 0
## 8711 Urban 79.52 27.4 smokes 0
## 8712 Urban 151.16 27.5 formerly smoked 1
## 8715 Rural 75.69 30.7 never smoked 0
## 8718 Urban 73.62 22.3 never smoked 0
## 8721 Urban 59.34 22.3 never smoked 0
## 8722 Urban 95.23 33.1 never smoked 0
## 8723 Urban 92.29 26.5 formerly smoked 0
## 8726 Rural 190.56 37.2 formerly smoked 0
## 8727 Rural 176.98 18.2 never smoked 0
## 8729 Rural 102.79 27.4 never smoked 0
## 8731 Urban 68.43 27.7 formerly smoked 1
## 8733 Rural 110.94 26.1 formerly smoked 0
## 8735 Rural 111.95 23.4 smokes 0
## 8738 Rural 82.82 30.9 never smoked 0
## 8742 Urban 95.10 29.8 formerly smoked 0
## 8744 Urban 90.18 33.2 never smoked 0
## 8745 Urban 68.00 30.5 never smoked 0
## 8748 Urban 104.66 25.1 never smoked 0
## 8750 Rural 91.58 26.7 never smoked 0
## 8751 Rural 95.44 20.6 smokes 0
## 8754 Urban 94.50 30.2 never smoked 0
## 8755 Urban 71.65 28.4 never smoked 0
## 8756 Rural 100.74 42.7 never smoked 0
## 8757 Rural 159.18 26.0 never smoked 0
## 8758 Urban 132.77 31.4 never smoked 0
## 8762 Urban 81.37 37.0 formerly smoked 0
## 8763 Urban 211.11 53.2 formerly smoked 0
## 8764 Urban 56.83 30.9 never smoked 0
## 8765 Rural 236.05 35.5 formerly smoked 0
## 8768 Urban 67.29 24.6 never smoked 1
## 8769 Urban 96.56 21.2 smokes 0
## 8770 Rural 66.75 30.1 never smoked 0
## 8773 Rural 106.19 39.7 formerly smoked 0
## 8774 Urban 201.77 29.7 formerly smoked 0
## 8775 Urban 73.31 18.4 never smoked 0
## 8776 Rural 63.24 34.3 formerly smoked 0
## 8777 Rural 94.01 23.9 never smoked 0
## 8778 Rural 83.68 23.8 never smoked 0
## 8779 Urban 114.55 20.0 smokes 0
## 8780 Urban 206.86 32.1 never smoked 0
## 8781 Rural 94.25 27.7 never smoked 0
## 8782 Rural 84.50 43.7 formerly smoked 0
## 8783 Urban 109.06 27.1 formerly smoked 0
## 8789 Rural 88.96 40.1 formerly smoked 0
## 8790 Rural 212.83 33.0 smokes 0
## 8791 Urban 110.02 33.8 never smoked 0
## 8792 Urban 212.92 27.7 smokes 0
## 8793 Urban 62.95 29.4 never smoked 0
## 8796 Rural 77.66 27.2 never smoked 0
## 8797 Urban 75.44 29.0 never smoked 0
## 8799 Urban 196.70 33.4 smokes 0
## 8800 Urban 212.97 31.3 never smoked 0
## 8802 Rural 240.08 24.8 never smoked 0
## 8803 Rural 114.86 27.5 formerly smoked 0
## 8804 Rural 249.64 37.7 formerly smoked 0
## 8805 Urban 84.06 26.9 smokes 0
## 8807 Rural 83.67 28.5 never smoked 0
## 8809 Urban 226.20 38.8 never smoked 0
## 8811 Rural 76.62 34.0 formerly smoked 0
## 8813 Urban 59.42 41.8 never smoked 0
## 8815 Rural 212.98 28.6 never smoked 0
## 8816 Rural 80.41 29.2 formerly smoked 0
## 8818 Urban 96.60 19.4 never smoked 0
## 8819 Urban 73.27 30.9 never smoked 0
## 8820 Urban 107.30 24.0 never smoked 0
## 8821 Rural 84.72 28.7 never smoked 0
## 8824 Rural 90.07 34.1 formerly smoked 0
## 8825 Rural 74.64 40.9 never smoked 0
## 8827 Urban 113.19 20.7 never smoked 0
## 8829 Rural 90.08 30.1 formerly smoked 0
## 8831 Urban 98.09 50.6 smokes 0
## 8832 Urban 92.65 46.2 never smoked 0
## 8834 Rural 78.66 27.4 formerly smoked 0
## 8835 Rural 67.61 45.5 never smoked 0
## 8836 Rural 67.41 32.9 never smoked 1
## 8837 Urban 90.37 28.5 formerly smoked 0
## 8839 Rural 239.07 26.1 never smoked 1
## 8841 Urban 100.01 26.3 smokes 0
## 8842 Urban 89.88 26.0 smokes 0
## 8846 Rural 95.05 22.9 never smoked 0
## 8849 Urban 79.78 24.5 formerly smoked 0
## 8850 Urban 116.83 41.7 never smoked 0
## 8851 Rural 143.64 28.8 formerly smoked 0
## 8852 Rural 83.73 25.4 never smoked 0
## 8853 Rural 102.11 27.7 formerly smoked 0
## 8855 Urban 190.25 24.1 never smoked 0
## 8858 Rural 234.02 53.2 formerly smoked 0
## 8859 Rural 57.67 25.2 never smoked 0
## 8861 Rural 100.89 30.3 smokes 0
## 8862 Rural 73.96 35.4 smokes 0
## 8863 Rural 228.88 37.4 never smoked 0
## 8864 Urban 77.22 28.3 smokes 0
## 8865 Urban 116.98 36.5 never smoked 0
## 8866 Urban 92.68 31.4 never smoked 0
## 8870 Urban 86.61 27.7 formerly smoked 0
## 8871 Rural 112.87 27.5 smokes 0
## 8873 Rural 80.88 23.1 formerly smoked 0
## 8874 Rural 96.24 26.4 smokes 0
## 8875 Urban 109.68 26.5 smokes 0
## 8876 Urban 223.83 31.9 formerly smoked 1
## 8878 Urban 83.07 38.0 formerly smoked 0
## 8880 Urban 79.57 33.8 formerly smoked 0
## 8881 Urban 94.04 25.4 never smoked 0
## 8882 Rural 71.57 29.6 never smoked 0
## 8883 Urban 61.24 29.0 formerly smoked 0
## 8884 Rural 78.13 40.4 never smoked 0
## 8885 Urban 75.03 30.2 never smoked 0
## 8886 Urban 210.63 36.7 smokes 0
## 8887 Rural 85.84 26.6 never smoked 0
## 8888 Urban 80.31 32.0 never smoked 0
## 8889 Urban 166.03 27.9 smokes 0
## 8891 Rural 225.22 40.7 never smoked 0
## 8894 Rural 60.96 23.8 formerly smoked 0
## 8896 Urban 78.09 22.7 never smoked 0
## 8897 Urban 119.09 25.1 formerly smoked 0
## 8898 Rural 65.72 23.8 formerly smoked 0
## 8899 Urban 58.55 25.2 never smoked 0
## 8900 Urban 81.62 24.6 never smoked 0
## 8901 Urban 76.57 34.1 never smoked 1
## 8902 Urban 215.89 35.5 formerly smoked 0
## 8903 Rural 70.09 25.4 never smoked 0
## 8904 Urban 87.53 21.7 never smoked 0
## 8907 Rural 57.83 28.6 never smoked 0
## 8908 Rural 89.07 19.7 never smoked 0
## 8909 Urban 79.53 41.5 never smoked 0
## 8910 Rural 88.84 27.7 formerly smoked 0
## 8913 Urban 229.64 27.7 formerly smoked 0
## 8914 Rural 74.33 26.3 smokes 0
## 8915 Urban 59.91 23.1 smokes 0
## 8917 Urban 86.34 27.1 smokes 0
## 8918 Rural 158.17 18.3 smokes 0
## 8920 Urban 141.06 35.7 smokes 0
## 8921 Rural 81.20 20.4 smokes 0
## 8923 Rural 92.83 48.5 never smoked 0
## 8924 Rural 102.09 22.3 never smoked 0
## 8925 Urban 99.20 31.6 never smoked 0
## 8927 Rural 104.20 36.1 smokes 0
## 8928 Rural 86.47 24.0 never smoked 0
## 8929 Urban 238.64 25.9 never smoked 0
## 8930 Rural 86.60 35.3 smokes 0
## 8932 Rural 56.36 30.4 formerly smoked 0
## 8933 Urban 83.02 29.1 never smoked 0
## 8934 Rural 83.98 30.1 never smoked 0
## 8935 Rural 114.07 30.7 never smoked 0
## 8937 Rural 95.70 48.6 never smoked 0
## 8938 Rural 75.86 28.9 smokes 0
## 8940 Rural 103.62 21.1 never smoked 0
## 8941 Rural 112.23 23.3 never smoked 0
## 8944 Rural 88.84 32.4 never smoked 0
## 8946 Urban 78.59 22.8 smokes 0
## 8947 Urban 70.05 23.9 never smoked 0
## 8949 Urban 140.10 29.2 never smoked 0
## 8950 Urban 66.33 23.5 never smoked 0
## 8952 Urban 98.93 28.0 never smoked 0
## 8953 Urban 84.27 24.2 never smoked 0
## 8955 Urban 91.59 27.5 smokes 0
## 8956 Rural 156.35 39.8 smokes 0
## 8959 Rural 86.01 33.7 never smoked 0
## 8960 Urban 65.50 29.4 smokes 0
## 8961 Rural 255.05 33.5 formerly smoked 0
## 8962 Urban 72.31 27.5 formerly smoked 0
## 8963 Urban 213.23 57.1 never smoked 0
## 8964 Rural 241.24 30.4 formerly smoked 0
## 8965 Urban 202.49 24.4 never smoked 0
## 8966 Urban 113.42 26.7 never smoked 0
## 8967 Rural 91.95 28.6 formerly smoked 0
## 8969 Rural 79.07 28.5 smokes 0
## 8970 Rural 224.34 26.6 formerly smoked 0
## 8971 Rural 105.82 26.4 smokes 0
## 8972 Urban 100.04 24.0 smokes 0
## 8973 Urban 103.90 27.7 never smoked 0
## 8974 Urban 93.04 24.6 formerly smoked 0
## 8975 Urban 100.80 30.6 smokes 0
## 8976 Rural 95.60 26.5 formerly smoked 0
## 8977 Urban 107.43 32.9 never smoked 0
## 8978 Urban 86.45 25.9 formerly smoked 0
## 8979 Rural 193.71 44.7 never smoked 0
## 8982 Urban 94.37 24.6 never smoked 0
## 8984 Urban 81.74 27.0 smokes 0
## 8986 Rural 120.29 27.6 formerly smoked 0
## 8987 Rural 82.80 25.3 never smoked 0
## 8988 Rural 88.60 26.0 smokes 0
## 8990 Rural 78.17 38.5 never smoked 0
## 8994 Rural 155.30 28.9 never smoked 0
## 8995 Urban 184.86 42.1 never smoked 0
## 8996 Rural 199.98 38.1 formerly smoked 0
## 9001 Rural 79.87 20.6 smokes 0
## 9002 Urban 125.02 30.9 formerly smoked 0
## 9004 Urban 79.76 26.3 never smoked 0
## 9005 Rural 82.61 26.4 never smoked 0
## 9006 Rural 113.90 23.2 never smoked 0
## 9007 Rural 110.66 27.3 formerly smoked 0
## 9008 Urban 193.66 22.3 smokes 0
## 9009 Urban 55.80 24.4 smokes 0
## 9011 Urban 106.12 21.0 never smoked 0
## 9012 Urban 64.69 40.2 smokes 0
## 9013 Rural 129.49 25.0 never smoked 0
## 9014 Rural 73.06 36.0 never smoked 0
## 9015 Rural 102.04 19.3 never smoked 0
## 9016 Rural 93.01 27.1 never smoked 0
## 9017 Urban 78.98 32.8 formerly smoked 0
## 9018 Urban 64.28 30.3 never smoked 0
## 9019 Urban 66.33 26.1 never smoked 0
## 9020 Rural 230.90 24.7 never smoked 0
## 9021 Rural 83.93 30.6 never smoked 0
## 9022 Rural 198.13 42.7 formerly smoked 0
## 9023 Urban 94.21 21.8 smokes 0
## 9024 Rural 234.26 37.7 never smoked 0
## 9025 Rural 90.44 29.0 smokes 0
## 9026 Urban 227.39 24.6 smokes 0
## 9027 Rural 72.18 19.1 smokes 0
## 9030 Rural 77.38 25.6 never smoked 0
## 9033 Urban 89.26 24.4 smokes 0
## 9035 Urban 174.87 45.5 never smoked 0
## 9037 Urban 56.24 19.5 never smoked 0
## 9038 Rural 212.79 40.0 never smoked 0
## 9042 Urban 94.51 24.0 never smoked 0
## 9043 Urban 82.86 28.7 smokes 0
## 9045 Urban 68.33 37.7 never smoked 0
## 9047 Urban 97.17 23.4 never smoked 0
## 9049 Rural 111.49 38.4 smokes 0
## 9050 Rural 90.66 27.7 smokes 0
## 9051 Urban 62.02 22.8 never smoked 0
## 9052 Urban 72.14 26.2 smokes 0
## 9053 Rural 242.61 37.8 never smoked 0
## 9054 Urban 77.55 40.3 never smoked 0
## 9055 Rural 74.07 23.8 smokes 0
## 9057 Urban 238.83 43.5 never smoked 0
## 9059 Urban 134.68 25.3 smokes 0
## 9060 Rural 108.12 26.3 formerly smoked 0
## 9061 Urban 102.25 22.3 never smoked 0
## 9062 Rural 59.10 25.7 never smoked 0
## 9065 Urban 104.08 21.8 never smoked 0
## 9066 Urban 75.37 26.1 never smoked 0
## 9068 Rural 110.71 27.0 never smoked 0
## 9069 Rural 113.28 26.0 never smoked 0
## 9070 Rural 67.84 22.2 never smoked 0
## 9071 Urban 96.52 51.6 never smoked 0
## 9072 Rural 60.28 24.9 never smoked 0
## 9073 Urban 71.68 28.3 smokes 0
## 9074 Urban 153.00 18.3 formerly smoked 0
## 9075 Rural 83.63 41.7 never smoked 0
## 9076 Urban 92.59 46.9 formerly smoked 0
## 9077 Urban 85.43 24.6 smokes 0
## 9078 Urban 102.07 35.4 formerly smoked 0
## 9079 Urban 110.85 24.4 formerly smoked 0
## 9081 Urban 101.42 28.0 never smoked 0
## 9082 Rural 223.96 38.2 never smoked 0
## 9083 Urban 107.45 30.1 never smoked 0
## 9084 Urban 141.68 23.2 formerly smoked 0
## 9085 Rural 100.63 24.2 never smoked 0
## 9087 Urban 109.74 27.7 smokes 0
## 9088 Urban 74.23 24.6 smokes 0
## 9090 Urban 104.11 24.4 never smoked 0
## 9091 Urban 92.52 36.2 never smoked 0
## 9092 Rural 69.80 28.7 formerly smoked 0
## 9093 Rural 103.17 25.7 never smoked 0
## 9095 Rural 87.83 32.1 never smoked 0
## 9099 Rural 101.92 26.6 smokes 0
## 9100 Rural 181.14 26.8 never smoked 0
## 9101 Urban 103.87 22.1 never smoked 0
## 9102 Rural 81.38 21.8 never smoked 0
## 9103 Urban 113.62 26.6 formerly smoked 0
## 9104 Urban 83.01 43.7 formerly smoked 0
## 9105 Rural 138.17 29.0 formerly smoked 0
## 9106 Rural 113.15 24.7 formerly smoked 0
## 9110 Rural 91.25 19.5 never smoked 0
## 9113 Rural 108.11 30.9 never smoked 0
## 9114 Urban 80.42 32.6 formerly smoked 0
## 9115 Rural 96.62 33.4 never smoked 0
## 9116 Rural 104.76 32.7 never smoked 0
## 9117 Urban 99.91 21.8 never smoked 0
## 9119 Urban 72.68 25.2 formerly smoked 0
## 9121 Rural 87.63 25.7 smokes 0
## 9122 Rural 144.49 27.8 formerly smoked 0
## 9124 Urban 119.14 30.8 never smoked 0
## 9125 Rural 86.48 40.8 smokes 0
## 9126 Urban 59.21 21.4 never smoked 0
## 9129 Rural 131.93 34.6 smokes 0
## 9130 Urban 107.33 22.1 never smoked 0
## 9131 Rural 115.48 32.1 never smoked 0
## 9133 Rural 72.53 47.0 formerly smoked 0
## 9134 Urban 105.02 18.3 never smoked 0
## 9135 Rural 89.78 25.4 smokes 0
## 9136 Rural 175.05 27.7 formerly smoked 0
## 9137 Rural 79.68 26.2 never smoked 0
## 9138 Rural 88.71 39.9 never smoked 0
## 9139 Urban 165.44 30.1 formerly smoked 0
## 9140 Urban 63.87 19.6 never smoked 0
## 9141 Rural 246.96 39.5 never smoked 0
## 9142 Rural 185.12 27.5 smokes 0
## 9143 Rural 78.05 25.1 never smoked 0
## 9145 Urban 77.82 27.5 smokes 1
## 9146 Urban 222.33 39.6 never smoked 0
## 9147 Urban 104.16 21.3 never smoked 0
## 9148 Urban 72.59 44.4 never smoked 0
## 9150 Rural 79.93 23.5 formerly smoked 0
## 9151 Rural 59.20 22.8 never smoked 0
## 9153 Rural 207.42 43.8 never smoked 0
## 9155 Rural 71.01 32.3 formerly smoked 0
## 9156 Urban 133.08 35.5 smokes 0
## 9157 Rural 197.11 34.1 never smoked 0
## 9158 Rural 59.23 26.2 smokes 0
## 9159 Urban 222.69 28.9 formerly smoked 0
## 9160 Rural 194.55 45.6 never smoked 0
## 9161 Rural 97.40 29.9 never smoked 0
## 9162 Urban 74.89 26.8 formerly smoked 0
## 9165 Rural 102.05 22.2 smokes 0
## 9166 Rural 128.48 23.0 smokes 0
## 9169 Urban 98.23 21.9 smokes 0
## 9170 Urban 65.56 24.4 smokes 0
## 9173 Urban 140.40 21.4 smokes 0
## 9174 Rural 99.76 23.8 never smoked 0
## 9176 Rural 79.81 44.4 formerly smoked 0
## 9179 Urban 93.44 32.6 formerly smoked 0
## 9181 Urban 90.72 24.8 formerly smoked 0
## 9182 Urban 125.59 29.8 never smoked 0
## 9184 Urban 94.70 24.9 never smoked 0
## 9185 Rural 92.66 24.1 never smoked 0
## 9187 Urban 72.98 22.3 formerly smoked 0
## 9188 Urban 72.28 42.0 never smoked 0
## 9189 Rural 76.31 28.6 never smoked 0
## 9191 Rural 238.10 29.1 never smoked 0
## 9192 Urban 87.36 25.6 formerly smoked 0
## 9196 Urban 88.16 36.6 never smoked 0
## 9198 Urban 132.44 25.5 formerly smoked 0
## 9200 Urban 98.21 25.8 never smoked 0
## 9201 Urban 72.20 21.2 formerly smoked 0
## 9202 Urban 70.35 23.2 never smoked 0
## 9203 Rural 62.83 25.3 never smoked 0
## 9205 Rural 141.35 33.1 smokes 0
## 9206 Urban 152.39 29.2 never smoked 0
## 9208 Urban 77.78 33.5 smokes 0
## 9209 Rural 200.02 35.5 never smoked 0
## 9210 Rural 137.58 33.2 smokes 0
## 9211 Urban 103.77 37.2 never smoked 0
## 9213 Urban 101.06 26.1 smokes 0
## 9214 Rural 117.22 28.4 never smoked 0
## 9215 Rural 73.21 41.8 formerly smoked 0
## 9216 Rural 230.01 32.4 formerly smoked 0
## 9218 Urban 202.83 29.2 formerly smoked 0
## 9219 Rural 66.81 29.6 never smoked 0
## 9220 Urban 95.23 19.3 never smoked 0
## 9221 Rural 123.81 26.6 never smoked 0
## 9222 Rural 114.82 19.3 formerly smoked 0
## 9224 Rural 78.70 30.3 formerly smoked 0
## 9225 Rural 71.41 31.5 formerly smoked 0
## 9226 Rural 218.13 40.3 smokes 0
## 9227 Urban 171.05 37.7 never smoked 0
## 9228 Urban 84.53 51.7 formerly smoked 0
## 9229 Rural 128.67 25.5 formerly smoked 0
## 9231 Urban 91.37 43.1 never smoked 0
## 9232 Urban 74.91 27.6 formerly smoked 0
## 9233 Urban 80.13 29.5 smokes 0
## 9236 Rural 193.23 28.3 never smoked 0
## 9237 Urban 92.19 39.7 never smoked 0
## 9238 Rural 80.55 25.9 never smoked 0
## 9242 Rural 89.13 29.4 smokes 0
## 9243 Rural 74.44 28.2 formerly smoked 0
## 9244 Urban 95.53 27.6 formerly smoked 0
## 9246 Rural 77.58 38.4 smokes 0
## 9252 Rural 115.06 18.8 never smoked 0
## 9253 Urban 208.45 36.3 never smoked 0
## 9255 Urban 94.41 32.7 never smoked 0
## 9258 Rural 125.25 35.6 never smoked 0
## 9259 Urban 77.96 22.1 formerly smoked 0
## 9260 Urban 105.54 33.8 never smoked 0
## 9262 Rural 99.25 29.4 smokes 0
## 9263 Urban 93.32 27.6 never smoked 0
## 9264 Urban 71.70 34.8 smokes 0
## 9265 Rural 140.27 36.9 never smoked 0
## 9266 Rural 102.52 27.7 formerly smoked 0
## 9267 Rural 107.23 27.0 smokes 0
## 9268 Rural 101.55 30.0 never smoked 0
## 9269 Rural 275.12 41.0 smokes 0
## 9270 Rural 93.60 27.9 formerly smoked 0
## 9271 Rural 113.21 20.9 formerly smoked 0
## 9272 Urban 113.48 24.0 never smoked 0
## 9273 Urban 82.35 29.8 formerly smoked 0
## 9274 Urban 102.03 30.9 never smoked 0
## 9275 Rural 105.90 29.9 formerly smoked 0
## 9276 Rural 64.06 26.8 never smoked 0
## 9277 Urban 101.08 21.1 never smoked 0
## 9278 Urban 91.56 28.8 smokes 0
## 9279 Rural 83.74 30.2 never smoked 0
## 9281 Urban 225.94 31.1 formerly smoked 0
## 9282 Urban 83.67 25.3 never smoked 0
## 9283 Rural 74.63 23.8 never smoked 0
## 9284 Rural 88.65 39.0 formerly smoked 0
## 9285 Urban 74.14 27.0 never smoked 0
## 9286 Urban 130.80 23.1 never smoked 0
## 9287 Rural 110.72 28.8 never smoked 0
## 9288 Urban 90.63 44.1 formerly smoked 0
## 9290 Urban 84.69 46.1 never smoked 0
## 9291 Rural 112.62 28.2 never smoked 0
## 9292 Urban 85.86 25.7 formerly smoked 0
## 9293 Urban 77.79 32.9 never smoked 0
## 9295 Rural 55.54 30.0 formerly smoked 0
## 9296 Urban 242.46 27.7 smokes 0
## 9297 Rural 93.73 30.3 never smoked 0
## 9298 Urban 143.83 40.6 never smoked 0
## 9299 Urban 95.50 18.8 smokes 0
## 9301 Rural 57.74 22.2 never smoked 0
## 9302 Rural 108.74 44.8 never smoked 0
## 9305 Urban 71.21 31.4 formerly smoked 0
## 9307 Rural 111.06 29.3 never smoked 0
## 9308 Rural 75.02 38.2 never smoked 0
## 9309 Rural 248.44 46.4 never smoked 0
## 9310 Rural 65.64 28.4 never smoked 0
## 9311 Rural 76.89 21.1 never smoked 0
## 9312 Rural 89.16 42.9 never smoked 0
## 9313 Urban 74.12 32.8 never smoked 0
## 9314 Rural 129.56 35.0 never smoked 0
## 9315 Rural 90.35 31.3 smokes 0
## 9316 Rural 118.38 30.2 smokes 0
## 9317 Rural 249.15 23.8 formerly smoked 0
## 9319 Rural 98.40 23.9 never smoked 0
## 9320 Rural 103.04 25.8 formerly smoked 0
## 9323 Urban 186.66 64.2 never smoked 0
## 9326 Rural 76.93 29.8 never smoked 0
## 9327 Rural 86.12 30.6 formerly smoked 0
## 9329 Urban 79.51 28.9 formerly smoked 0
## 9330 Urban 101.13 38.6 never smoked 0
## 9331 Urban 88.38 43.0 smokes 0
## 9332 Urban 102.16 27.6 never smoked 0
## 9333 Urban 101.66 21.4 formerly smoked 0
## 9335 Rural 57.88 35.3 smokes 0
## 9338 Urban 98.19 17.3 never smoked 0
## 9339 Rural 150.92 52.3 smokes 0
## 9341 Rural 86.48 27.7 formerly smoked 0
## 9342 Urban 70.60 25.4 formerly smoked 0
## 9343 Urban 92.43 24.6 formerly smoked 0
## 9345 Urban 243.16 33.5 smokes 0
## 9346 Rural 79.85 26.5 never smoked 0
## 9347 Rural 84.68 29.9 smokes 0
## 9348 Urban 107.47 45.4 never smoked 0
## 9349 Rural 129.23 21.6 never smoked 0
## 9350 Urban 89.92 33.9 smokes 0
## 9352 Rural 94.70 38.9 formerly smoked 0
## 9353 Urban 60.50 35.6 never smoked 0
## 9354 Rural 124.28 20.2 never smoked 0
## 9355 Rural 101.50 40.5 never smoked 0
## 9356 Rural 207.21 37.4 never smoked 0
## 9358 Urban 89.18 18.1 never smoked 0
## 9359 Urban 95.19 53.4 formerly smoked 0
## 9360 Urban 90.10 35.4 formerly smoked 0
## 9361 Rural 82.93 23.6 smokes 0
## 9362 Rural 108.32 26.6 never smoked 0
## 9363 Rural 83.29 34.0 never smoked 0
## 9366 Urban 88.02 29.1 never smoked 0
## 9370 Urban 182.00 42.5 formerly smoked 0
## 9372 Urban 183.49 36.3 never smoked 0
## 9373 Rural 161.00 20.1 smokes 0
## 9374 Urban 79.57 25.8 formerly smoked 0
## 9375 Rural 74.88 40.1 never smoked 0
## 9377 Urban 79.71 37.4 smokes 0
## 9380 Rural 86.30 29.5 never smoked 0
## 9381 Rural 79.98 25.9 smokes 0
## 9382 Urban 91.41 20.3 never smoked 0
## 9383 Rural 70.14 23.4 formerly smoked 0
## 9385 Rural 141.46 21.6 formerly smoked 0
## 9387 Rural 103.32 34.1 formerly smoked 0
## 9388 Rural 260.83 27.7 never smoked 0
## 9389 Urban 107.01 20.4 never smoked 0
## 9390 Urban 79.04 33.0 smokes 0
## 9392 Rural 98.52 29.4 smokes 0
## 9393 Urban 143.37 27.5 formerly smoked 0
## 9394 Urban 123.27 21.7 never smoked 0
## 9395 Rural 79.55 21.1 smokes 0
## 9396 Rural 65.29 28.0 never smoked 0
## 9397 Urban 98.67 26.5 smokes 0
## 9404 Urban 65.53 25.6 formerly smoked 0
## 9405 Urban 55.08 27.9 formerly smoked 0
## 9406 Rural 120.44 27.7 never smoked 0
## 9408 Rural 94.95 24.4 never smoked 0
## 9410 Rural 86.09 29.7 never smoked 0
## 9412 Rural 120.30 24.0 never smoked 0
## 9413 Rural 56.68 31.6 formerly smoked 0
## 9414 Rural 61.78 34.2 never smoked 0
## 9415 Urban 70.28 28.0 formerly smoked 0
## 9416 Rural 90.16 19.4 never smoked 0
## 9417 Rural 92.98 25.6 never smoked 1
## 9418 Rural 89.22 27.1 smokes 0
## 9419 Urban 74.68 29.3 never smoked 0
## 9420 Rural 109.01 23.2 never smoked 0
## 9421 Rural 201.67 27.7 formerly smoked 0
## 9422 Rural 69.58 35.1 never smoked 0
## 9423 Urban 122.97 26.6 smokes 0
## 9424 Urban 101.08 42.4 formerly smoked 0
## 9429 Urban 84.44 20.3 smokes 0
## 9432 Rural 207.65 22.8 formerly smoked 0
## 9433 Rural 57.74 21.4 smokes 0
## 9437 Rural 86.91 23.8 never smoked 0
## 9438 Urban 128.90 24.3 formerly smoked 0
## 9445 Urban 70.29 23.7 never smoked 0
## 9446 Urban 100.09 34.7 never smoked 0
## 9447 Rural 77.38 26.1 never smoked 0
## 9448 Urban 253.67 36.5 smokes 0
## 9449 Urban 78.66 24.8 smokes 0
## 9451 Rural 68.72 34.0 smokes 0
## 9454 Urban 118.21 23.4 never smoked 0
## 9455 Urban 93.29 27.1 never smoked 0
## 9456 Rural 118.83 18.3 smokes 0
## 9459 Urban 189.58 28.4 never smoked 0
## 9460 Urban 84.86 20.5 smokes 0
## 9462 Rural 79.88 38.3 formerly smoked 0
## 9463 Rural 72.20 32.4 formerly smoked 0
## 9464 Urban 226.41 32.2 formerly smoked 0
## 9466 Urban 114.04 28.8 never smoked 0
## 9467 Urban 219.51 27.7 smokes 0
## 9470 Rural 95.29 32.3 smokes 0
## 9471 Urban 72.44 30.5 formerly smoked 0
## 9472 Urban 76.56 21.9 never smoked 0
## 9473 Rural 180.70 27.1 never smoked 0
## 9474 Urban 102.20 32.7 never smoked 0
## 9476 Urban 96.64 20.5 smokes 0
## 9477 Urban 55.30 35.2 never smoked 0
## 9478 Rural 74.94 17.9 never smoked 0
## 9479 Urban 65.44 31.4 formerly smoked 0
## 9480 Urban 84.96 29.1 smokes 0
## 9481 Urban 95.05 26.8 smokes 0
## 9482 Urban 99.34 34.8 never smoked 0
## 9483 Rural 90.65 29.3 never smoked 0
## 9486 Urban 213.59 27.7 never smoked 0
## 9488 Rural 79.96 34.4 never smoked 0
## 9489 Urban 55.37 25.0 formerly smoked 0
## 9490 Rural 97.98 27.7 never smoked 0
## 9491 Urban 222.54 35.6 formerly smoked 0
## 9493 Rural 84.11 25.3 formerly smoked 0
## 9494 Rural 59.54 27.1 formerly smoked 0
## 9496 Urban 229.07 34.8 never smoked 0
## 9497 Urban 121.46 22.4 never smoked 0
## 9498 Urban 182.50 49.6 formerly smoked 0
## 9501 Rural 86.23 43.2 formerly smoked 0
## 9502 Urban 80.84 32.1 smokes 0
## 9503 Rural 186.37 27.5 never smoked 0
## 9505 Urban 81.42 23.8 never smoked 0
## 9508 Rural 101.84 29.5 never smoked 0
## 9509 Urban 58.19 19.0 never smoked 0
## 9514 Urban 116.45 39.1 smokes 0
## 9515 Urban 120.48 38.8 never smoked 0
## 9517 Urban 78.38 22.4 formerly smoked 0
## 9519 Rural 90.91 26.9 never smoked 0
## 9520 Rural 186.71 28.6 formerly smoked 0
## 9521 Urban 73.22 25.7 never smoked 0
## 9523 Rural 177.09 31.8 formerly smoked 0
## 9524 Rural 83.68 24.3 formerly smoked 0
## 9525 Urban 219.41 37.0 formerly smoked 0
## 9526 Rural 101.55 39.4 smokes 0
## 9527 Rural 58.61 35.1 never smoked 0
## 9528 Rural 107.22 26.0 never smoked 0
## 9529 Urban 104.08 33.2 never smoked 0
## 9530 Urban 207.87 32.4 never smoked 0
## 9531 Rural 200.39 23.8 never smoked 0
## 9532 Urban 63.13 18.7 never smoked 0
## 9533 Rural 222.60 28.7 formerly smoked 0
## 9534 Urban 60.35 24.6 smokes 0
## 9536 Urban 71.10 30.9 never smoked 0
## 9537 Urban 81.81 18.4 never smoked 0
## 9540 Urban 106.54 25.4 formerly smoked 0
## 9541 Rural 92.09 24.5 smokes 0
## 9542 Urban 78.55 29.0 never smoked 0
## 9544 Urban 83.01 20.0 never smoked 0
## 9545 Rural 216.60 39.8 smokes 0
## 9546 Urban 118.74 24.6 never smoked 0
## 9548 Urban 75.24 29.6 never smoked 0
## 9549 Urban 114.26 34.4 never smoked 0
## 9552 Rural 97.28 35.4 never smoked 0
## 9553 Urban 213.47 27.3 never smoked 0
## 9554 Urban 83.42 24.5 smokes 0
## 9555 Rural 103.03 28.2 formerly smoked 0
## 9557 Rural 231.56 36.9 never smoked 1
## 9561 Rural 73.85 23.0 never smoked 0
## 9563 Urban 80.19 24.9 never smoked 0
## 9565 Rural 99.33 27.3 never smoked 0
## 9566 Rural 90.63 32.3 never smoked 0
## 9567 Urban 246.14 41.4 formerly smoked 0
## 9569 Urban 102.02 18.7 never smoked 0
## 9571 Rural 58.51 30.3 formerly smoked 0
## 9572 Rural 102.05 28.3 never smoked 0
## 9574 Rural 64.42 36.9 never smoked 0
## 9575 Urban 91.13 31.6 never smoked 0
## 9576 Rural 55.71 23.6 never smoked 0
## 9579 Rural 78.32 34.8 formerly smoked 0
## 9581 Urban 100.77 31.9 formerly smoked 0
## 9582 Rural 88.73 35.1 never smoked 0
## 9583 Rural 60.92 28.4 formerly smoked 0
## 9584 Urban 85.92 35.7 smokes 0
## 9587 Urban 62.52 30.1 formerly smoked 0
## 9588 Urban 63.52 40.0 formerly smoked 0
## 9590 Rural 113.22 26.9 formerly smoked 0
## 9591 Urban 101.65 31.5 never smoked 0
## 9592 Rural 78.94 23.3 never smoked 0
## 9593 Urban 67.83 29.4 smokes 0
## 9595 Rural 118.17 35.5 smokes 0
## 9596 Urban 202.16 36.1 formerly smoked 0
## 9597 Urban 79.88 20.5 never smoked 0
## 9598 Urban 64.25 21.6 never smoked 0
## 9599 Urban 182.00 27.1 formerly smoked 0
## 9600 Urban 78.28 28.6 never smoked 0
## 9601 Urban 89.97 35.3 smokes 0
## 9602 Rural 89.83 29.8 never smoked 0
## 9603 Rural 61.73 19.4 never smoked 0
## 9605 Urban 113.84 24.2 smokes 0
## 9606 Urban 77.52 31.6 never smoked 0
## 9607 Urban 180.90 27.7 formerly smoked 0
## 9608 Rural 94.33 21.2 never smoked 0
## 9609 Rural 74.69 34.6 never smoked 0
## 9610 Rural 93.02 23.0 never smoked 0
## 9611 Urban 57.91 25.0 formerly smoked 0
## 9612 Urban 66.73 46.7 never smoked 0
## 9613 Urban 88.34 34.9 never smoked 0
## 9614 Rural 65.88 29.5 never smoked 0
## 9615 Rural 102.16 31.4 smokes 1
## 9617 Urban 178.06 34.7 never smoked 0
## 9618 Urban 179.79 28.1 smokes 0
## 9619 Urban 117.58 28.6 never smoked 0
## 9620 Urban 149.23 26.8 never smoked 0
## 9622 Urban 99.46 51.3 never smoked 0
## 9623 Urban 100.31 29.4 never smoked 0
## 9624 Rural 187.03 41.3 never smoked 0
## 9625 Rural 91.61 38.9 formerly smoked 0
## 9626 Urban 221.89 37.3 smokes 1
## 9627 Rural 103.63 40.2 never smoked 0
## 9629 Urban 96.80 30.6 smokes 0
## 9630 Urban 67.65 25.3 formerly smoked 0
## 9631 Urban 74.65 26.5 never smoked 0
## 9632 Rural 65.35 18.7 smokes 0
## 9633 Urban 83.52 29.0 never smoked 0
## 9634 Urban 141.48 19.7 formerly smoked 0
## 9635 Rural 82.99 19.1 never smoked 0
## 9638 Rural 78.40 34.8 smokes 0
## 9639 Rural 147.88 36.3 formerly smoked 0
## 9640 Rural 84.79 48.9 never smoked 0
## 9642 Urban 92.25 27.8 never smoked 0
## 9644 Urban 89.56 26.1 never smoked 0
## 9645 Rural 91.04 25.8 formerly smoked 0
## 9646 Rural 83.06 34.9 never smoked 0
## 9648 Rural 93.69 34.4 never smoked 0
## 9652 Urban 90.35 31.7 formerly smoked 0
## 9655 Urban 122.06 28.8 never smoked 0
## 9656 Urban 99.00 40.3 never smoked 0
## 9657 Rural 62.93 35.0 never smoked 0
## 9658 Urban 109.31 23.5 never smoked 0
## 9659 Urban 83.70 31.2 never smoked 0
## 9660 Urban 61.38 33.4 never smoked 0
## 9661 Urban 99.32 35.0 never smoked 0
## 9662 Urban 57.21 23.6 formerly smoked 0
## 9664 Rural 175.10 31.0 never smoked 0
## 9665 Rural 101.23 31.9 formerly smoked 0
## 9666 Urban 204.78 29.3 smokes 0
## 9668 Rural 81.51 24.2 never smoked 0
## 9669 Rural 77.62 22.4 never smoked 0
## 9670 Rural 108.67 28.8 formerly smoked 0
## 9674 Urban 58.96 33.7 never smoked 0
## 9675 Rural 77.95 24.6 smokes 0
## 9676 Urban 207.61 25.9 never smoked 0
## 9677 Urban 75.00 35.2 never smoked 0
## 9679 Rural 55.14 35.7 never smoked 0
## 9680 Rural 105.99 30.8 never smoked 0
## 9681 Rural 86.24 22.7 never smoked 0
## 9682 Urban 195.82 27.7 smokes 0
## 9684 Urban 195.76 48.8 smokes 0
## 9685 Urban 153.73 35.7 never smoked 0
## 9686 Urban 108.08 32.4 never smoked 0
## 9687 Rural 86.65 24.5 smokes 0
## 9688 Urban 98.28 20.2 smokes 0
## 9689 Urban 62.35 31.4 formerly smoked 0
## 9690 Urban 89.06 32.5 never smoked 0
## 9692 Urban 87.39 20.7 never smoked 0
## 9694 Rural 100.48 26.2 formerly smoked 0
## 9696 Rural 92.37 24.5 never smoked 0
## 9698 Urban 81.31 33.9 smokes 0
## 9699 Rural 89.52 36.5 formerly smoked 0
## 9702 Urban 86.20 37.6 never smoked 0
## 9704 Rural 106.22 35.7 formerly smoked 0
## 9705 Rural 86.48 24.6 never smoked 0
## 9710 Rural 62.06 28.1 smokes 0
## 9711 Urban 93.13 35.6 never smoked 0
## 9712 Urban 57.21 50.1 never smoked 0
## 9714 Rural 72.87 27.5 smokes 0
## 9715 Rural 80.83 34.7 never smoked 0
## 9716 Urban 111.45 20.8 never smoked 0
## 9717 Rural 66.04 18.4 smokes 0
## 9718 Urban 62.19 20.9 never smoked 0
## 9719 Urban 96.09 26.0 never smoked 0
## 9720 Rural 72.48 21.5 formerly smoked 0
## 9721 Urban 77.71 27.2 formerly smoked 0
## 9722 Rural 94.88 19.4 never smoked 0
## 9723 Urban 85.39 24.3 never smoked 0
## 9726 Rural 84.25 45.5 never smoked 0
## 9727 Urban 141.11 30.4 smokes 0
## 9728 Urban 77.46 32.9 formerly smoked 0
## 9729 Rural 170.61 43.5 formerly smoked 0
## 9730 Urban 106.28 32.2 smokes 0
## 9731 Urban 73.33 37.0 never smoked 0
## 9734 Rural 111.70 27.7 never smoked 0
## 9736 Rural 228.24 59.7 formerly smoked 0
## 9737 Rural 99.82 33.9 smokes 0
## 9739 Rural 88.18 24.6 formerly smoked 0
## 9749 Rural 103.74 30.5 never smoked 0
## 9750 Urban 100.36 32.8 never smoked 0
## 9751 Rural 67.66 24.2 smokes 0
## 9752 Urban 195.71 34.1 formerly smoked 1
## 9753 Urban 217.07 30.9 never smoked 0
## 9754 Rural 112.38 41.0 smokes 0
## 9755 Urban 105.07 28.9 smokes 0
## 9756 Rural 196.68 32.3 never smoked 0
## 9757 Rural 131.99 35.0 formerly smoked 0
## 9758 Rural 85.56 21.8 never smoked 0
## 9759 Rural 55.44 27.2 never smoked 0
## 9760 Urban 89.10 31.9 never smoked 0
## 9761 Urban 95.20 23.4 smokes 0
## 9762 Rural 105.55 32.0 formerly smoked 0
## 9764 Rural 78.96 31.0 smokes 0
## 9765 Rural 85.13 33.0 never smoked 0
## 9766 Urban 92.18 29.0 never smoked 0
## 9767 Rural 74.02 25.0 never smoked 1
## 9769 Urban 58.54 38.9 smokes 0
## 9770 Rural 85.99 27.6 formerly smoked 0
## 9772 Urban 60.89 27.7 smokes 0
## 9773 Rural 81.59 30.5 never smoked 0
## 9774 Urban 109.92 21.8 never smoked 0
## 9775 Rural 159.89 32.3 never smoked 0
## 9777 Rural 95.07 33.6 smokes 0
## 9780 Rural 243.81 36.7 formerly smoked 0
## 9781 Rural 63.37 27.2 smokes 0
## 9782 Urban 108.93 19.1 formerly smoked 0
## 9783 Rural 124.11 17.6 never smoked 0
## 9784 Rural 82.80 20.4 never smoked 0
## 9785 Urban 180.30 37.2 formerly smoked 0
## 9786 Urban 64.80 26.1 never smoked 0
## 9787 Rural 72.24 27.7 smokes 0
## 9788 Urban 57.92 27.7 formerly smoked 1
## 9789 Rural 98.85 28.5 never smoked 0
## 9790 Urban 87.89 37.9 formerly smoked 0
## 9791 Urban 122.77 36.8 smokes 0
## 9792 Urban 97.71 22.7 never smoked 0
## 9793 Urban 115.22 25.7 never smoked 0
## 9795 Urban 212.16 30.5 smokes 0
## 9796 Urban 191.86 44.1 never smoked 0
## 9797 Urban 77.50 28.0 formerly smoked 0
## 9800 Rural 103.55 30.7 never smoked 0
## 9801 Urban 93.01 22.5 never smoked 0
## 9802 Rural 60.52 37.4 formerly smoked 0
## 9803 Urban 119.35 21.2 never smoked 0
## 9804 Urban 97.88 38.8 never smoked 0
## 9805 Urban 156.42 51.4 never smoked 0
## 9806 Urban 68.89 39.2 formerly smoked 0
## 9807 Rural 77.13 28.5 formerly smoked 0
## 9808 Urban 85.16 23.0 never smoked 0
## 9810 Urban 78.95 32.6 smokes 0
## 9811 Urban 94.78 30.2 smokes 0
## 9812 Urban 118.34 20.5 never smoked 0
## 9813 Rural 91.01 22.1 never smoked 0
## 9814 Urban 72.65 20.5 never smoked 0
## 9818 Rural 77.08 20.9 never smoked 0
## 9820 Urban 121.97 26.4 never smoked 0
## 9821 Urban 82.77 27.7 never smoked 0
## 9822 Rural 71.88 36.0 formerly smoked 0
## 9823 Rural 84.16 43.2 smokes 0
## 9824 Rural 96.29 51.0 never smoked 0
## 9825 Rural 62.22 34.1 never smoked 0
## 9826 Urban 64.55 32.8 never smoked 0
## 9827 Urban 84.60 25.0 never smoked 0
## 9828 Rural 115.62 22.8 never smoked 0
## 9829 Urban 196.14 34.8 smokes 0
## 9830 Urban 223.52 39.0 formerly smoked 0
## 9831 Urban 89.92 35.1 never smoked 0
## 9833 Rural 55.29 30.8 never smoked 0
## 9834 Urban 206.54 28.5 smokes 0
## 9835 Rural 97.82 30.0 smokes 0
## 9836 Rural 85.02 23.4 never smoked 0
## 9837 Rural 99.98 23.9 formerly smoked 0
## 9838 Urban 72.26 31.1 never smoked 0
## 9839 Rural 84.01 28.2 formerly smoked 0
## 9840 Rural 90.32 28.6 formerly smoked 0
## 9841 Rural 90.90 34.6 formerly smoked 0
## 9843 Urban 124.65 29.7 never smoked 0
## 9844 Rural 118.09 22.8 never smoked 0
## 9850 Urban 183.47 26.5 never smoked 0
## 9851 Urban 90.88 28.5 formerly smoked 0
## 9852 Rural 83.03 41.8 smokes 0
## 9853 Rural 64.44 33.7 formerly smoked 0
## 9855 Urban 144.96 31.2 smokes 0
## 9856 Urban 77.10 27.3 never smoked 0
## 9857 Urban 96.03 42.9 formerly smoked 0
## 9860 Rural 63.46 33.4 formerly smoked 0
## 9861 Urban 67.59 27.5 smokes 0
## 9862 Urban 82.60 30.6 never smoked 0
## 9864 Rural 85.20 26.4 smokes 0
## 9866 Urban 114.45 23.5 never smoked 0
## 9868 Urban 115.87 24.5 never smoked 0
## 9869 Rural 57.87 24.6 smokes 0
## 9870 Rural 135.05 49.5 formerly smoked 0
## 9873 Urban 57.00 21.0 never smoked 0
## 9874 Rural 120.28 29.2 never smoked 0
## 9876 Rural 83.74 27.7 never smoked 0
## 9877 Rural 91.56 28.4 formerly smoked 0
## 9878 Urban 119.46 23.8 never smoked 0
## 9879 Urban 73.71 27.7 smokes 0
## 9881 Rural 231.23 40.5 never smoked 0
## 9882 Urban 64.50 31.0 never smoked 0
## 9883 Urban 77.52 24.9 never smoked 0
## 9884 Urban 81.76 27.7 smokes 1
## 9885 Urban 118.94 22.4 formerly smoked 0
## 9886 Rural 80.85 26.8 never smoked 0
## 9887 Urban 78.63 27.7 never smoked 0
## 9888 Rural 170.98 38.1 formerly smoked 0
## 9889 Urban 142.13 34.5 never smoked 0
## 9891 Rural 58.91 27.2 never smoked 0
## 9892 Rural 97.03 45.9 never smoked 0
## 9893 Rural 90.78 24.6 formerly smoked 0
## 9894 Rural 92.68 31.4 smokes 0
## 9895 Urban 174.06 40.0 smokes 0
## 9896 Rural 90.59 36.4 never smoked 0
## 9898 Urban 107.97 22.1 formerly smoked 0
## 9899 Urban 122.70 29.8 smokes 0
## 9902 Urban 125.02 22.1 never smoked 0
## 9904 Urban 83.15 27.0 never smoked 0
## 9905 Urban 135.42 25.0 never smoked 0
## 9907 Rural 70.03 31.2 never smoked 0
## 9908 Rural 57.40 31.4 smokes 0
## 9909 Urban 78.53 29.6 formerly smoked 0
## 9912 Rural 85.22 27.5 never smoked 0
## 9914 Urban 92.69 39.0 formerly smoked 0
## 9915 Rural 70.96 22.3 never smoked 0
## 9916 Rural 81.31 23.9 never smoked 0
## 9917 Rural 97.46 28.5 smokes 0
## 9920 Urban 72.67 20.4 never smoked 0
## 9921 Rural 107.63 28.6 formerly smoked 0
## 9922 Rural 77.23 25.5 smokes 0
## 9923 Urban 207.90 52.4 never smoked 0
## 9924 Rural 83.67 28.4 never smoked 0
## 9925 Rural 86.14 33.3 formerly smoked 0
## 9926 Rural 111.10 33.2 never smoked 0
## 9928 Rural 124.86 25.5 never smoked 0
## 9929 Urban 86.41 26.8 never smoked 0
## 9935 Rural 78.01 50.0 formerly smoked 0
## 9936 Urban 241.20 27.7 formerly smoked 0
## 9938 Rural 66.40 26.1 smokes 0
## 9940 Rural 230.30 38.5 formerly smoked 0
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## 9946 Rural 192.54 30.6 smokes 0
## 9947 Rural 196.73 36.5 never smoked 0
## 9948 Rural 60.99 25.8 never smoked 0
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## 9950 Urban 76.93 32.9 formerly smoked 0
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## 9955 Rural 215.86 54.4 formerly smoked 0
## 9956 Rural 82.86 36.1 never smoked 0
## 9957 Urban 58.96 43.5 never smoked 0
## 9958 Urban 105.50 26.0 formerly smoked 0
## 9959 Urban 85.21 22.5 formerly smoked 0
## 9960 Urban 93.89 41.9 smokes 0
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## 9965 Urban 105.26 28.7 smokes 0
## 9967 Urban 119.47 44.5 never smoked 0
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## 9970 Rural 89.22 29.3 never smoked 0
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## 9984 Urban 103.94 24.8 formerly smoked 0
## 9987 Urban 200.66 43.3 smokes 0
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## 9993 Urban 87.26 26.7 smokes 0
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## 9999 Rural 243.12 43.3 formerly smoked 0
## 10000 Rural 92.83 35.3 never smoked 0
## 10001 Urban 230.62 20.2 smokes 0
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## 10006 Urban 56.48 22.0 never smoked 0
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## 10009 Rural 208.90 33.6 formerly smoked 0
## 10012 Rural 143.24 32.8 smokes 0
## 10014 Urban 90.61 30.9 formerly smoked 0
## 10015 Urban 66.11 29.5 never smoked 0
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## 10020 Rural 70.18 32.5 smokes 0
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## 10025 Urban 99.60 26.1 smokes 0
## 10026 Rural 90.73 30.3 formerly smoked 0
## 10031 Rural 116.18 20.4 formerly smoked 0
## 10032 Urban 65.28 26.5 never smoked 0
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## 10035 Rural 64.07 32.3 smokes 0
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## 10037 Rural 189.71 21.9 formerly smoked 0
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## 10039 Urban 89.62 27.1 never smoked 0
## 10040 Rural 221.63 27.5 formerly smoked 0
## 10042 Rural 225.75 28.4 formerly smoked 0
## 10043 Rural 89.06 31.9 never smoked 0
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## 10047 Rural 93.79 31.4 formerly smoked 0
## 10048 Urban 85.47 39.7 never smoked 0
## 10049 Urban 219.94 24.3 never smoked 0
## 10050 Rural 84.21 18.1 smokes 0
## 10051 Urban 114.30 29.4 never smoked 0
## 10052 Urban 226.69 29.7 formerly smoked 0
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## 10054 Rural 72.28 27.7 formerly smoked 0
## 10055 Rural 99.99 24.5 never smoked 0
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## 10057 Rural 85.44 28.6 formerly smoked 0
## 10058 Urban 55.72 15.7 never smoked 0
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## 10060 Urban 94.19 30.2 smokes 0
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## 10063 Urban 239.63 44.3 never smoked 0
## 10064 Rural 80.81 21.9 never smoked 0
## 10066 Urban 55.22 35.1 never smoked 0
## 10069 Urban 55.10 21.8 smokes 0
## 10070 Urban 82.20 25.8 never smoked 0
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## 10073 Urban 77.82 45.2 smokes 0
## 10075 Rural 73.84 26.7 smokes 0
## 10076 Urban 183.35 34.8 never smoked 0
## 10077 Urban 89.13 34.2 formerly smoked 1
## 10079 Rural 100.27 20.6 never smoked 0
## 10080 Rural 59.63 30.8 never smoked 0
## 10081 Urban 76.41 25.6 never smoked 0
## 10083 Rural 92.63 32.1 never smoked 0
## 10085 Urban 73.25 26.2 never smoked 0
## 10088 Urban 57.91 27.7 smokes 0
## 10089 Rural 135.19 29.9 never smoked 0
## 10090 Urban 59.09 39.8 never smoked 0
## 10091 Rural 83.00 31.1 never smoked 0
## 10092 Urban 63.48 21.5 smokes 0
## 10093 Urban 102.55 27.7 formerly smoked 0
## 10094 Rural 186.03 28.4 formerly smoked 0
## 10095 Urban 210.58 27.4 smokes 0
## 10096 Rural 72.67 26.0 formerly smoked 0
## 10097 Urban 185.82 37.8 formerly smoked 0
## 10098 Rural 131.34 46.5 never smoked 0
## 10099 Rural 199.50 30.7 formerly smoked 0
## 10101 Rural 88.53 27.5 never smoked 0
## 10103 Urban 111.69 22.9 never smoked 0
## 10104 Urban 246.21 25.2 formerly smoked 0
## 10105 Rural 180.54 28.9 never smoked 0
## 10110 Urban 110.71 38.3 never smoked 0
## 10112 Urban 88.81 35.6 never smoked 0
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## 10114 Rural 171.85 29.7 formerly smoked 0
## 10115 Urban 66.25 22.8 never smoked 0
## 10118 Rural 205.34 43.0 smokes 0
## 10122 Urban 62.94 32.9 never smoked 0
## 10123 Urban 239.59 46.6 never smoked 0
## 10124 Rural 75.20 36.2 never smoked 0
## 10125 Rural 94.25 27.7 never smoked 0
## 10127 Rural 81.44 30.7 never smoked 0
## 10129 Rural 91.77 29.1 never smoked 0
## 10131 Rural 98.05 21.6 never smoked 0
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## 10133 Rural 83.82 30.3 formerly smoked 0
## 10134 Urban 94.63 29.8 never smoked 0
## 10135 Urban 96.98 36.1 smokes 0
## 10136 Rural 70.57 27.6 formerly smoked 0
## 10138 Rural 89.69 32.0 never smoked 0
## 10139 Rural 88.38 36.7 never smoked 0
## 10140 Rural 103.82 28.0 never smoked 0
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## 10142 Rural 197.05 31.6 never smoked 0
## 10144 Urban 133.19 23.6 formerly smoked 1
## 10146 Rural 82.48 38.8 smokes 0
## 10148 Urban 88.17 28.2 never smoked 0
## 10149 Rural 78.89 21.3 never smoked 0
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## 10154 Urban 86.06 31.2 formerly smoked 0
## 10155 Urban 65.29 45.5 smokes 0
## 10157 Urban 209.69 30.4 never smoked 0
## 10159 Rural 62.65 34.9 smokes 0
## 10160 Urban 73.02 27.1 never smoked 0
## 10162 Urban 97.32 36.9 never smoked 0
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## 10164 Rural 62.30 26.8 formerly smoked 0
## 10165 Rural 60.32 32.1 never smoked 0
## 10166 Urban 261.02 30.1 formerly smoked 0
## 10167 Urban 82.85 32.4 smokes 0
## 10168 Rural 99.33 27.8 smokes 0
## 10169 Rural 75.02 27.7 never smoked 1
## 10171 Urban 81.28 35.7 never smoked 0
## 10172 Urban 105.57 31.2 formerly smoked 0
## 10173 Urban 97.55 31.0 never smoked 0
## 10174 Rural 103.92 26.2 formerly smoked 0
## 10175 Rural 126.98 63.2 formerly smoked 0
## 10176 Rural 98.61 34.7 formerly smoked 0
## 10178 Rural 94.64 41.1 never smoked 0
## 10179 Urban 104.57 24.7 smokes 0
## 10180 Urban 75.98 28.0 formerly smoked 0
## 10181 Urban 129.25 30.0 smokes 0
## 10182 Urban 96.20 25.3 never smoked 0
## 10183 Urban 118.75 28.3 smokes 0
## 10184 Urban 181.57 43.3 formerly smoked 0
## 10185 Urban 115.86 23.5 formerly smoked 0
## 10186 Rural 87.49 28.1 formerly smoked 0
## 10188 Urban 88.49 25.8 never smoked 0
## 10190 Rural 83.59 33.1 smokes 0
## 10191 Urban 56.92 21.4 formerly smoked 0
## 10192 Rural 88.84 36.9 never smoked 0
## 10194 Rural 110.57 37.0 never smoked 0
## 10195 Urban 100.03 26.7 smokes 0
## 10196 Rural 136.29 32.9 formerly smoked 0
## 10197 Urban 104.17 32.4 smokes 0
## 10199 Rural 72.01 27.2 formerly smoked 0
## 10201 Rural 95.75 33.0 formerly smoked 0
## 10202 Urban 76.82 23.0 smokes 0
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## 10205 Rural 105.69 31.8 smokes 0
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## 10209 Urban 101.51 31.2 never smoked 0
## 10210 Rural 85.70 36.1 never smoked 0
## 10211 Urban 133.19 23.4 never smoked 0
## 10213 Urban 70.07 23.7 formerly smoked 0
## 10214 Rural 88.85 33.8 formerly smoked 0
## 10215 Rural 86.11 23.7 never smoked 0
## 10216 Rural 97.06 28.2 never smoked 0
## 10218 Rural 86.70 25.3 formerly smoked 0
## 10219 Urban 69.02 22.5 never smoked 0
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## 10221 Rural 107.26 25.5 never smoked 0
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## 10223 Urban 63.43 29.8 formerly smoked 0
## 10227 Rural 114.31 24.8 never smoked 0
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## 10232 Urban 81.88 30.3 smokes 0
## 10234 Urban 79.42 23.4 formerly smoked 0
## 10236 Urban 197.47 35.0 never smoked 0
## 10238 Urban 74.36 30.9 formerly smoked 0
## 10239 Rural 90.09 46.7 formerly smoked 0
## 10240 Urban 98.02 22.3 formerly smoked 1
## 10242 Urban 100.35 21.2 formerly smoked 0
## 10243 Urban 107.56 38.4 never smoked 0
## 10244 Urban 67.47 29.5 never smoked 0
## 10245 Rural 65.33 28.4 smokes 0
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## 10254 Urban 95.48 38.7 formerly smoked 0
## 10255 Rural 69.06 25.0 never smoked 0
## 10256 Rural 80.71 24.9 never smoked 0
## 10258 Rural 223.40 28.7 never smoked 0
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## 10260 Rural 91.54 31.4 never smoked 1
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## 10265 Rural 189.58 27.1 formerly smoked 0
## 10266 Rural 58.90 20.3 smokes 0
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## 10273 Urban 78.23 25.4 never smoked 0
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## 10275 Urban 99.98 18.0 never smoked 0
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## 10277 Urban 106.95 33.5 formerly smoked 0
## 10278 Urban 94.63 35.8 never smoked 0
## 10279 Rural 180.02 35.7 formerly smoked 0
## 10281 Urban 148.80 20.7 never smoked 0
## 10283 Rural 69.52 25.3 formerly smoked 0
## 10286 Rural 78.06 22.9 formerly smoked 0
## 10287 Rural 214.37 48.4 never smoked 0
## 10288 Urban 80.50 37.6 formerly smoked 0
## 10289 Rural 158.26 23.2 never smoked 0
## 10291 Urban 71.19 20.7 never smoked 0
## 10292 Urban 106.62 30.5 smokes 0
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## 10295 Urban 90.90 31.6 never smoked 0
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## 10299 Rural 67.71 32.3 smokes 0
## 10300 Rural 82.89 23.4 smokes 0
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## 10309 Rural 84.19 32.2 formerly smoked 0
## 10310 Rural 130.77 28.7 never smoked 0
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## 10313 Rural 100.67 31.2 smokes 0
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## 10316 Rural 88.97 19.8 never smoked 0
## 10317 Rural 65.46 24.5 smokes 0
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## 10324 Urban 95.33 32.3 formerly smoked 0
## 10325 Rural 107.61 32.4 never smoked 0
## 10327 Rural 190.69 40.5 never smoked 0
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## 10330 Urban 95.48 24.4 smokes 0
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## 10335 Urban 97.43 26.4 smokes 1
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## 10341 Urban 106.02 26.4 formerly smoked 0
## 10342 Urban 210.45 22.8 smokes 0
## 10343 Rural 91.02 32.9 formerly smoked 1
## 10344 Urban 76.66 23.8 smokes 0
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## 10346 Urban 84.19 21.1 smokes 0
## 10348 Rural 88.29 33.0 formerly smoked 0
## 10349 Urban 84.53 30.4 smokes 0
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## 10353 Urban 62.15 31.4 formerly smoked 0
## 10354 Urban 83.79 28.6 smokes 0
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## 10358 Rural 115.09 22.8 smokes 0
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## 10364 Rural 60.67 27.7 formerly smoked 1
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## 10367 Rural 118.41 22.6 smokes 0
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## 10380 Rural 90.67 24.7 smokes 0
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## 10383 Urban 192.52 40.0 smokes 0
## 10385 Urban 68.27 29.7 never smoked 0
## 10386 Urban 242.72 27.7 smokes 0
## 10387 Urban 119.30 28.9 formerly smoked 0
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## 10389 Urban 77.20 45.4 formerly smoked 0
## 10391 Rural 115.33 29.3 never smoked 0
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## 10393 Rural 88.91 22.9 formerly smoked 0
## 10395 Rural 101.28 28.3 never smoked 0
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## 10399 Rural 71.35 23.2 never smoked 0
## 10400 Urban 256.43 31.8 never smoked 0
## 10402 Rural 137.91 28.7 formerly smoked 0
## 10403 Urban 200.81 23.6 never smoked 0
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## 10406 Urban 141.38 26.4 never smoked 0
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## 10409 Rural 94.96 26.1 formerly smoked 0
## 10411 Urban 122.24 17.0 never smoked 0
## 10412 Rural 66.67 27.7 smokes 0
## 10413 Urban 91.41 17.7 formerly smoked 0
## 10414 Urban 139.39 21.9 never smoked 0
## 10415 Urban 71.01 32.4 smokes 0
## 10416 Urban 56.05 24.8 never smoked 0
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## 10419 Rural 78.23 20.9 smokes 0
## 10420 Urban 96.19 28.6 formerly smoked 0
## 10421 Urban 73.64 40.1 never smoked 0
## 10422 Urban 122.27 30.7 never smoked 0
## 10423 Urban 184.57 38.6 formerly smoked 0
## 10424 Rural 98.91 30.8 never smoked 0
## 10425 Urban 89.61 27.8 never smoked 0
## 10427 Urban 81.51 35.3 smokes 0
## 10428 Rural 169.36 46.0 smokes 0
## 10429 Urban 228.57 39.0 smokes 0
## 10430 Rural 236.42 50.2 formerly smoked 0
## 10431 Rural 91.64 22.9 never smoked 0
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## 10433 Rural 95.59 20.3 formerly smoked 0
## 10434 Rural 120.77 26.7 never smoked 0
## 10435 Rural 63.39 32.0 never smoked 0
## 10436 Rural 103.77 32.6 formerly smoked 0
## 10437 Urban 81.59 40.0 smokes 0
## 10440 Urban 60.10 23.9 never smoked 0
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## 10442 Urban 62.15 37.4 never smoked 0
## 10443 Urban 83.61 28.8 smokes 0
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## 10450 Rural 70.63 35.5 never smoked 0
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## 10455 Rural 80.15 21.4 never smoked 0
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## 10457 Rural 85.50 32.1 never smoked 0
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## 10460 Urban 85.45 27.6 formerly smoked 0
## 10461 Rural 89.21 33.0 never smoked 0
## 10462 Urban 201.71 22.5 formerly smoked 0
## 10463 Rural 209.63 26.4 never smoked 0
## 10464 Urban 83.11 27.0 formerly smoked 0
## 10465 Urban 115.43 27.7 formerly smoked 0
## 10467 Urban 221.92 37.6 formerly smoked 0
## 10468 Urban 55.25 49.7 never smoked 0
## 10469 Urban 106.79 21.5 never smoked 0
## 10470 Urban 188.81 30.9 formerly smoked 0
## 10471 Urban 88.24 23.3 formerly smoked 0
## 10473 Urban 83.03 22.4 never smoked 0
## 10475 Rural 185.49 37.1 never smoked 1
## 10476 Urban 95.99 36.4 never smoked 0
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## 10481 Rural 99.87 30.1 formerly smoked 0
## 10482 Rural 146.90 34.3 smokes 0
## 10483 Rural 63.57 50.2 formerly smoked 0
## 10484 Rural 98.36 41.2 never smoked 0
## 10485 Rural 115.87 28.5 never smoked 0
## 10486 Urban 105.05 29.2 smokes 0
## 10487 Rural 109.90 20.3 formerly smoked 0
## 10490 Urban 103.83 32.9 never smoked 0
## 10491 Rural 68.81 32.4 never smoked 0
## 10493 Urban 78.13 30.7 never smoked 0
## 10494 Rural 104.49 21.5 never smoked 0
## 10495 Urban 71.56 22.6 never smoked 0
## 10496 Rural 78.54 25.5 never smoked 0
## 10497 Urban 85.30 30.9 never smoked 0
## 10498 Urban 109.12 41.4 never smoked 0
## 10499 Rural 195.55 29.9 never smoked 0
## 10501 Rural 89.58 24.2 never smoked 0
## 10503 Urban 88.34 27.7 formerly smoked 0
## 10504 Urban 75.28 27.0 never smoked 0
## 10505 Urban 85.15 32.9 smokes 0
## 10507 Rural 77.71 34.3 formerly smoked 0
## 10508 Urban 98.34 30.7 never smoked 0
## 10509 Rural 80.52 20.8 never smoked 0
## 10512 Rural 270.59 38.4 never smoked 0
## 10514 Urban 74.17 27.6 never smoked 0
## 10516 Rural 109.32 33.4 never smoked 0
## 10518 Urban 93.35 27.7 smokes 0
## 10521 Rural 135.03 36.1 never smoked 0
## 10522 Urban 183.24 34.5 smokes 0
## 10523 Rural 181.22 38.2 smokes 0
## 10524 Rural 103.50 22.8 never smoked 0
## 10525 Urban 98.92 21.0 never smoked 0
## 10528 Rural 104.65 34.5 never smoked 0
## 10529 Urban 60.16 23.3 never smoked 0
## 10530 Rural 120.22 28.7 smokes 0
## 10531 Urban 228.25 36.1 never smoked 0
## 10532 Rural 69.09 28.7 smokes 0
## 10536 Rural 130.68 28.2 never smoked 0
## 10537 Urban 111.76 54.5 smokes 0
## 10538 Urban 93.59 20.1 never smoked 0
## 10539 Urban 85.81 20.8 formerly smoked 0
## 10540 Rural 74.71 33.8 smokes 0
## 10542 Rural 101.53 24.8 never smoked 0
## 10543 Urban 204.86 49.0 formerly smoked 0
## 10544 Rural 63.07 23.2 formerly smoked 0
## 10545 Rural 191.14 42.3 never smoked 0
## 10546 Urban 84.66 34.6 formerly smoked 0
## 10548 Rural 65.73 36.7 smokes 0
## 10550 Rural 76.14 25.9 never smoked 0
## 10551 Rural 99.03 18.8 never smoked 0
## 10552 Rural 94.74 34.3 never smoked 0
## 10553 Rural 70.64 25.0 never smoked 0
## 10554 Urban 96.70 33.0 never smoked 0
## 10555 Rural 65.50 24.2 never smoked 0
## 10556 Urban 82.02 35.0 never smoked 0
## 10557 Urban 145.86 34.8 never smoked 0
## 10558 Rural 89.52 23.2 never smoked 0
## 10559 Rural 63.14 34.5 formerly smoked 0
## 10560 Urban 188.56 27.7 never smoked 0
## 10561 Rural 143.78 26.7 never smoked 0
## 10562 Urban 99.00 23.4 smokes 0
## 10563 Urban 65.53 33.3 never smoked 0
## 10564 Rural 106.40 29.7 never smoked 0
## 10565 Urban 115.56 21.3 never smoked 0
## 10566 Urban 85.35 29.5 never smoked 0
## 10567 Urban 75.86 25.3 never smoked 0
## 10569 Urban 82.79 33.7 formerly smoked 0
## 10570 Urban 124.91 53.0 never smoked 0
## 10571 Urban 69.95 28.6 smokes 0
## 10572 Rural 110.12 26.2 formerly smoked 0
## 10573 Rural 120.41 27.7 formerly smoked 0
## 10576 Urban 236.03 27.7 smokes 0
## 10577 Rural 133.46 27.7 formerly smoked 0
## 10578 Urban 188.35 41.7 smokes 0
## 10579 Rural 143.54 22.0 formerly smoked 0
## 10581 Rural 90.78 40.0 smokes 0
## 10582 Urban 215.69 30.2 never smoked 0
## 10585 Rural 192.22 53.3 never smoked 0
## 10586 Urban 63.28 26.7 formerly smoked 0
## 10587 Urban 114.94 46.8 never smoked 0
## 10588 Urban 85.50 33.4 formerly smoked 0
## 10589 Rural 99.13 43.4 never smoked 0
## 10591 Rural 113.44 50.0 never smoked 0
## 10592 Rural 103.77 23.3 formerly smoked 0
## 10593 Rural 199.21 32.9 never smoked 0
## 10594 Rural 76.62 23.2 smokes 0
## 10595 Rural 189.83 53.5 formerly smoked 0
## 10596 Rural 93.06 23.7 never smoked 0
## 10597 Rural 70.76 19.2 never smoked 0
## 10598 Urban 89.90 37.1 formerly smoked 0
## 10600 Rural 78.85 26.1 never smoked 0
## 10601 Urban 105.28 26.7 formerly smoked 0
## 10603 Urban 119.22 26.5 never smoked 0
## 10606 Rural 84.96 27.7 never smoked 0
## 10607 Urban 64.73 29.9 never smoked 0
## 10608 Rural 92.11 26.8 never smoked 0
## 10609 Rural 110.25 36.8 never smoked 0
## 10610 Urban 106.99 21.9 never smoked 0
## 10611 Rural 124.66 21.0 formerly smoked 0
## 10612 Urban 92.61 35.1 never smoked 0
## 10613 Urban 64.01 24.6 never smoked 0
## 10614 Urban 178.70 38.9 never smoked 0
## 10615 Rural 66.58 27.5 formerly smoked 0
## 10616 Urban 76.37 33.7 never smoked 0
## 10618 Rural 77.24 28.2 formerly smoked 0
## 10619 Urban 85.85 27.8 formerly smoked 0
## 10620 Rural 56.27 41.6 formerly smoked 0
## 10621 Urban 85.49 20.9 formerly smoked 0
## 10622 Urban 256.78 28.2 never smoked 0
## 10623 Urban 63.87 29.8 never smoked 0
## 10624 Urban 212.71 27.7 smokes 0
## 10625 Urban 61.48 27.3 smokes 0
## 10627 Urban 87.92 39.0 smokes 0
## 10629 Rural 90.23 29.7 never smoked 0
## 10630 Rural 91.23 21.3 formerly smoked 0
## 10631 Urban 90.22 18.4 never smoked 0
## 10633 Urban 206.37 27.7 formerly smoked 0
## 10634 Urban 60.32 22.6 never smoked 0
## 10637 Urban 94.02 35.6 smokes 0
## 10638 Urban 85.45 29.1 never smoked 0
## 10639 Rural 85.11 38.2 never smoked 0
## 10640 Rural 103.78 39.6 formerly smoked 0
## 10642 Rural 100.96 33.9 formerly smoked 0
## 10643 Urban 69.56 27.7 smokes 0
## 10644 Urban 105.20 23.7 never smoked 0
## 10645 Rural 102.49 24.3 smokes 0
## 10646 Rural 106.89 26.3 smokes 0
## 10647 Urban 79.65 31.5 smokes 0
## 10648 Rural 84.22 36.6 smokes 0
## 10650 Rural 82.17 21.7 never smoked 0
## 10651 Urban 65.80 38.9 never smoked 0
## 10652 Urban 102.37 40.7 never smoked 0
## 10654 Urban 211.72 38.7 formerly smoked 0
## 10655 Urban 126.20 27.6 smokes 0
## 10656 Rural 57.01 41.3 smokes 0
## 10657 Urban 103.47 24.7 never smoked 0
## 10658 Urban 62.57 27.0 smokes 0
## 10660 Rural 121.36 55.2 never smoked 0
## 10661 Rural 209.39 28.7 never smoked 0
## 10663 Urban 185.92 23.8 smokes 0
## 10664 Rural 87.88 31.7 smokes 0
## 10665 Urban 230.40 33.3 never smoked 0
## 10666 Urban 81.72 41.2 never smoked 0
## 10667 Urban 95.29 24.1 formerly smoked 0
## 10668 Urban 105.13 33.2 never smoked 0
## 10669 Rural 85.02 13.0 formerly smoked 0
## 10670 Rural 121.17 40.0 smokes 0
## 10671 Urban 86.67 37.6 smokes 0
## 10672 Rural 90.79 31.6 never smoked 0
## 10673 Rural 87.19 27.4 never smoked 0
## 10674 Urban 73.54 22.0 never smoked 0
## 10675 Rural 79.77 27.7 formerly smoked 0
## 10677 Rural 82.87 22.5 formerly smoked 0
## 10678 Rural 99.09 36.8 never smoked 0
## 10680 Rural 224.77 26.7 never smoked 0
## 10681 Urban 58.26 23.9 smokes 0
## 10682 Urban 76.37 27.4 never smoked 0
## 10683 Rural 95.88 31.5 smokes 0
## 10684 Urban 70.79 41.7 never smoked 0
## 10685 Urban 85.31 27.9 formerly smoked 0
## 10686 Rural 83.16 22.6 never smoked 0
## 10687 Rural 219.62 35.2 never smoked 0
## 10688 Rural 98.23 27.1 never smoked 0
## 10689 Rural 143.23 22.5 never smoked 0
## 10691 Rural 213.31 30.7 formerly smoked 0
## 10694 Rural 95.67 36.7 never smoked 0
## 10695 Rural 115.91 25.6 formerly smoked 0
## 10696 Rural 67.56 29.3 formerly smoked 0
## 10697 Rural 77.99 22.6 never smoked 0
## 10698 Urban 80.38 33.2 never smoked 0
## 10699 Urban 81.49 32.9 smokes 0
## 10700 Rural 115.50 22.3 never smoked 0
## 10701 Urban 76.58 22.1 formerly smoked 0
## 10702 Rural 107.69 23.0 smokes 0
## 10703 Urban 100.77 23.6 formerly smoked 0
## 10706 Rural 108.49 35.1 never smoked 0
## 10707 Urban 58.34 21.8 never smoked 0
## 10708 Urban 66.24 30.9 smokes 0
## 10710 Urban 90.85 29.7 formerly smoked 0
## 10711 Rural 99.08 24.5 smokes 0
## 10712 Rural 78.03 47.8 formerly smoked 0
## 10713 Urban 74.88 33.0 smokes 0
## 10715 Urban 218.91 36.8 never smoked 0
## 10716 Rural 126.99 43.9 formerly smoked 0
## 10717 Urban 103.44 30.0 never smoked 0
## 10718 Rural 117.36 36.5 never smoked 0
## 10719 Urban 75.38 27.6 smokes 0
## 10720 Rural 81.63 27.5 never smoked 0
## 10721 Urban 64.44 45.0 never smoked 1
## 10722 Urban 113.26 26.7 formerly smoked 0
## 10723 Rural 105.96 30.1 formerly smoked 0
## 10724 Rural 92.38 27.7 formerly smoked 0
## 10728 Rural 94.93 26.5 formerly smoked 0
## 10729 Urban 109.45 38.3 never smoked 0
## 10732 Urban 185.11 32.6 never smoked 0
## 10733 Urban 86.83 27.4 never smoked 0
## 10735 Rural 65.98 35.9 never smoked 0
## 10737 Rural 62.00 30.3 formerly smoked 0
## 10738 Urban 72.71 23.8 smokes 0
## 10739 Urban 88.78 22.6 smokes 0
## 10740 Rural 138.52 38.1 smokes 0
## 10741 Rural 65.38 34.6 formerly smoked 0
## 10742 Rural 85.16 30.0 never smoked 0
## 10743 Urban 111.46 27.3 never smoked 0
## 10745 Urban 81.22 35.1 never smoked 0
## 10747 Urban 112.47 33.7 smokes 0
## 10748 Rural 80.49 23.6 formerly smoked 0
## 10749 Rural 114.55 29.4 formerly smoked 0
## 10750 Urban 112.30 22.0 smokes 0
## 10752 Rural 69.76 28.8 never smoked 0
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## 10755 Rural 81.26 28.9 smokes 0
## 10756 Rural 97.96 23.6 smokes 0
## 10757 Rural 103.88 19.0 smokes 0
## 10762 Rural 74.14 27.7 smokes 0
## 10763 Rural 102.04 22.0 never smoked 0
## 10764 Rural 95.34 42.2 never smoked 0
## 10766 Rural 85.26 33.9 never smoked 0
## 10767 Rural 96.15 30.0 never smoked 0
## 10768 Rural 74.38 39.1 formerly smoked 0
## 10769 Rural 83.28 27.7 never smoked 0
## 10770 Rural 98.47 30.8 formerly smoked 0
## 10771 Rural 112.59 29.1 never smoked 0
## 10773 Rural 116.77 29.8 never smoked 0
## 10774 Rural 106.29 32.3 never smoked 0
## 10775 Urban 83.04 64.2 never smoked 0
## 10776 Rural 65.25 27.7 smokes 0
## 10777 Urban 98.74 29.5 never smoked 0
## 10781 Rural 79.27 21.2 never smoked 0
## 10782 Rural 105.66 19.9 never smoked 0
## 10783 Urban 105.08 21.7 never smoked 0
## 10784 Rural 56.11 25.5 formerly smoked 1
## 10786 Urban 73.73 25.0 never smoked 0
## 10787 Urban 84.21 43.1 smokes 0
## 10791 Rural 89.14 23.8 never smoked 0
## 10792 Rural 232.53 30.6 formerly smoked 0
## 10793 Rural 59.59 30.4 never smoked 0
## 10794 Urban 66.49 20.7 formerly smoked 0
## 10795 Urban 91.79 25.7 never smoked 0
## 10798 Rural 73.94 34.6 never smoked 0
## 10800 Rural 77.66 27.7 never smoked 0
## 10801 Urban 92.02 40.2 smokes 0
## 10802 Urban 67.00 21.8 never smoked 0
## 10803 Rural 224.05 27.7 smokes 0
## 10804 Rural 138.26 26.4 never smoked 0
## 10805 Urban 102.80 35.2 smokes 0
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## 10809 Rural 200.40 30.7 smokes 0
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## 10811 Urban 81.92 39.2 smokes 0
## 10812 Rural 216.24 32.6 formerly smoked 0
## 10813 Rural 78.78 20.9 never smoked 0
## 10814 Urban 144.30 32.3 never smoked 0
## 10815 Rural 76.95 25.3 formerly smoked 0
## 10816 Urban 101.76 36.4 never smoked 0
## 10818 Rural 110.62 32.9 formerly smoked 0
## 10819 Urban 70.88 27.8 never smoked 0
## 10820 Rural 110.39 26.4 smokes 0
## 10822 Rural 62.63 31.7 never smoked 0
## 10823 Rural 137.19 32.0 never smoked 0
## 10824 Urban 98.29 32.5 formerly smoked 0
## 10826 Urban 146.99 34.5 formerly smoked 0
## 10827 Rural 88.69 28.2 never smoked 0
## 10829 Rural 66.97 19.7 never smoked 0
## 10830 Urban 91.58 35.1 formerly smoked 0
## 10831 Rural 83.42 29.8 never smoked 0
## 10833 Rural 73.95 28.3 never smoked 0
## 10836 Urban 62.57 20.7 smokes 0
## 10838 Urban 78.06 38.5 smokes 0
## 10839 Rural 60.93 34.2 never smoked 0
## 10841 Urban 245.86 28.7 formerly smoked 0
## 10842 Rural 102.56 28.4 never smoked 0
## 10843 Urban 88.72 18.3 never smoked 0
## 10845 Urban 55.30 31.2 never smoked 0
## 10846 Urban 127.96 34.0 formerly smoked 0
## 10847 Rural 78.72 30.1 smokes 0
## 10849 Rural 59.03 36.9 formerly smoked 0
## 10850 Urban 95.90 45.6 smokes 0
## 10851 Urban 76.80 29.1 formerly smoked 0
## 10852 Rural 89.87 27.8 never smoked 0
## 10853 Urban 78.37 16.1 never smoked 0
## 10854 Rural 111.24 33.2 never smoked 0
## 10855 Rural 55.31 27.3 smokes 0
## 10858 Rural 55.73 33.1 never smoked 0
## 10859 Urban 77.11 25.1 formerly smoked 0
## 10860 Rural 77.84 23.8 formerly smoked 0
## 10861 Urban 219.29 37.1 never smoked 0
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## 10865 Rural 85.65 32.1 formerly smoked 0
## 10866 Rural 113.47 35.3 smokes 0
## 10867 Urban 232.66 22.3 never smoked 0
## 10868 Rural 99.02 23.9 smokes 0
## 10870 Urban 117.14 27.1 formerly smoked 0
## 10871 Rural 102.29 22.6 never smoked 0
## 10873 Urban 99.70 25.6 never smoked 0
## 10874 Urban 61.15 22.2 never smoked 0
## 10876 Rural 99.39 36.3 formerly smoked 0
## 10877 Rural 64.37 22.7 never smoked 0
## 10878 Urban 97.05 20.0 formerly smoked 0
## 10879 Urban 86.56 28.3 never smoked 0
## 10880 Rural 196.71 28.8 never smoked 0
## 10881 Urban 78.18 30.8 never smoked 1
## 10882 Urban 238.19 38.3 never smoked 0
## 10883 Urban 103.21 21.4 never smoked 0
## 10884 Urban 85.37 26.3 never smoked 0
## 10885 Rural 74.43 45.9 formerly smoked 0
## 10886 Rural 98.63 36.4 never smoked 0
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## 10889 Urban 63.61 26.5 never smoked 0
## 10890 Urban 77.43 34.2 formerly smoked 0
## 10891 Urban 210.81 28.4 never smoked 0
## 10894 Rural 77.24 21.0 never smoked 0
## 10895 Urban 121.44 29.3 formerly smoked 0
## 10896 Urban 220.30 35.7 formerly smoked 0
## 10897 Urban 101.85 39.5 never smoked 0
## 10898 Rural 72.55 28.1 smokes 0
## 10899 Urban 196.13 33.3 never smoked 0
## 10901 Rural 99.50 32.5 smokes 0
## 10902 Urban 99.94 27.5 formerly smoked 0
## 10903 Rural 60.43 26.1 never smoked 0
## 10904 Urban 89.11 28.0 never smoked 0
## 10905 Urban 208.89 45.4 never smoked 0
## 10906 Urban 75.94 30.2 never smoked 0
## 10907 Urban 85.42 23.7 never smoked 0
## 10909 Urban 65.79 25.5 never smoked 0
## 10913 Rural 80.29 31.5 formerly smoked 0
## 10914 Urban 103.04 31.7 smokes 0
## 10915 Urban 96.46 37.0 never smoked 0
## 10917 Urban 80.90 43.0 smokes 0
## 10918 Rural 204.53 26.9 never smoked 0
## 10919 Rural 79.38 29.1 never smoked 0
## 10920 Urban 133.13 39.0 never smoked 0
## 10921 Urban 87.82 24.7 never smoked 0
## 10922 Rural 75.81 28.1 formerly smoked 0
## 10923 Urban 83.65 28.9 never smoked 0
## 10924 Rural 84.46 29.9 never smoked 0
## 10925 Urban 140.82 19.4 formerly smoked 0
## 10927 Rural 59.09 32.0 formerly smoked 0
## 10928 Rural 196.39 25.3 never smoked 0
## 10929 Urban 138.17 43.8 formerly smoked 0
## 10931 Rural 92.85 26.9 never smoked 0
## 10934 Rural 97.55 33.1 smokes 0
## 10935 Urban 99.41 58.9 formerly smoked 0
## 10936 Urban 136.92 31.9 never smoked 0
## 10937 Rural 106.39 28.1 never smoked 0
## 10938 Urban 91.20 23.6 formerly smoked 0
## 10939 Urban 64.22 25.5 never smoked 0
## 10940 Rural 80.99 38.6 smokes 0
## 10941 Urban 91.27 34.4 formerly smoked 0
## 10942 Rural 87.35 18.4 never smoked 0
## 10943 Rural 95.97 47.4 never smoked 0
## 10945 Urban 94.28 29.0 smokes 0
## 10946 Urban 82.02 30.6 never smoked 0
## 10947 Urban 85.04 20.7 never smoked 0
## 10948 Rural 81.17 38.6 never smoked 0
## 10949 Rural 149.14 18.8 formerly smoked 0
## 10951 Urban 95.50 37.6 formerly smoked 0
## 10952 Urban 235.25 29.6 never smoked 0
## 10957 Urban 104.66 24.1 never smoked 0
## 10958 Urban 126.96 19.1 never smoked 0
## 10959 Rural 73.32 29.3 formerly smoked 0
## 10960 Rural 107.51 31.8 never smoked 0
## 10961 Urban 90.79 24.1 never smoked 0
## 10962 Rural 126.10 28.0 never smoked 0
## 10963 Urban 63.04 33.0 smokes 0
## 10965 Rural 126.04 21.0 never smoked 0
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## 10970 Urban 77.42 23.6 formerly smoked 0
## 10971 Urban 81.31 41.2 smokes 0
## 10972 Urban 119.01 24.6 never smoked 0
## 10973 Urban 190.22 24.3 never smoked 0
## 10975 Rural 78.01 25.0 never smoked 0
## 10976 Rural 76.51 35.0 smokes 0
## 10978 Urban 192.13 38.5 smokes 0
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## 10981 Rural 96.01 29.0 formerly smoked 0
## 10982 Urban 73.26 30.8 smokes 0
## 10984 Urban 162.28 37.9 never smoked 0
## 10985 Urban 77.61 24.6 formerly smoked 0
## 10988 Urban 140.86 22.9 smokes 0
## 10989 Rural 104.14 21.6 smokes 0
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## 10992 Rural 104.62 35.2 smokes 0
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## 10999 Rural 103.10 37.9 smokes 0
## 11001 Rural 78.73 27.7 formerly smoked 0
## 11002 Rural 78.83 34.8 never smoked 0
## 11003 Rural 93.45 17.9 never smoked 0
## 11004 Urban 114.80 29.4 never smoked 0
## 11006 Rural 184.83 37.9 never smoked 0
## 11008 Rural 266.13 32.5 smokes 0
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## 11011 Urban 117.17 31.1 formerly smoked 0
## 11012 Urban 113.17 41.7 never smoked 0
## 11013 Rural 67.06 26.1 smokes 0
## 11014 Urban 112.21 21.7 never smoked 0
## 11016 Urban 65.72 32.3 formerly smoked 0
## 11017 Rural 95.56 31.6 smokes 0
## 11018 Rural 57.66 34.9 formerly smoked 0
## 11021 Rural 97.28 27.7 never smoked 0
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## 11028 Rural 89.19 51.1 formerly smoked 0
## 11033 Urban 89.51 29.4 never smoked 0
## 11035 Urban 76.51 33.4 never smoked 0
## 11036 Rural 180.97 34.8 never smoked 0
## 11038 Urban 197.32 26.0 never smoked 0
## 11039 Urban 62.38 25.7 never smoked 0
## 11040 Urban 58.84 30.8 never smoked 0
## 11041 Rural 66.70 43.3 smokes 0
## 11044 Urban 111.04 32.0 formerly smoked 1
## 11045 Urban 74.30 27.5 smokes 0
## 11046 Urban 73.02 30.0 smokes 0
## 11047 Rural 77.19 27.5 never smoked 0
## 11048 Rural 112.64 34.1 never smoked 0
## 11049 Rural 119.10 28.1 never smoked 0
## 11050 Rural 76.98 38.9 never smoked 0
## 11051 Rural 129.46 44.0 never smoked 0
## 11052 Urban 71.89 22.2 formerly smoked 0
## 11053 Urban 96.81 28.9 never smoked 0
## 11054 Rural 70.48 32.9 never smoked 0
## 11055 Rural 101.86 28.6 smokes 0
## 11057 Rural 80.62 27.5 formerly smoked 0
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## 11060 Rural 170.42 25.7 smokes 0
## 11061 Rural 229.09 42.2 never smoked 0
## 11062 Rural 105.84 35.4 formerly smoked 0
## 11063 Rural 91.45 30.2 smokes 0
## 11064 Rural 96.54 23.2 formerly smoked 0
## 11066 Urban 82.70 31.9 smokes 0
## 11067 Urban 77.81 21.8 smokes 0
## 11068 Rural 61.00 22.3 formerly smoked 0
## 11069 Rural 84.11 24.8 never smoked 0
## 11071 Urban 93.92 17.9 never smoked 0
## 11072 Rural 111.83 30.7 smokes 0
## 11073 Urban 96.42 38.2 smokes 0
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## 11075 Rural 65.52 31.6 never smoked 0
## 11076 Urban 103.45 27.7 smokes 0
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## 11079 Urban 87.57 23.4 smokes 0
## 11081 Rural 56.36 20.3 never smoked 0
## 11082 Urban 64.90 31.3 smokes 0
## 11085 Rural 72.30 21.0 never smoked 0
## 11087 Urban 63.53 26.7 formerly smoked 0
## 11088 Rural 104.09 26.5 never smoked 0
## 11089 Rural 82.93 23.8 smokes 0
## 11090 Rural 97.20 27.6 never smoked 0
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## 11092 Rural 74.01 27.7 smokes 0
## 11094 Rural 210.14 24.7 formerly smoked 0
## 11095 Rural 106.31 26.0 never smoked 0
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## 11097 Rural 197.42 41.8 formerly smoked 0
## 11099 Rural 139.11 32.0 smokes 0
## 11100 Rural 207.27 28.7 never smoked 0
## 11101 Rural 88.76 29.8 never smoked 0
## 11102 Urban 86.48 38.2 smokes 0
## 11103 Urban 122.30 28.8 smokes 0
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## 11105 Urban 164.01 25.4 smokes 0
## 11106 Urban 217.74 28.7 formerly smoked 0
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## 11110 Rural 72.55 29.7 never smoked 0
## 11111 Urban 91.73 24.0 smokes 0
## 11112 Urban 143.37 35.1 never smoked 0
## 11113 Rural 209.13 42.2 never smoked 0
## 11114 Urban 132.37 43.8 never smoked 0
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## 11118 Rural 254.65 42.4 smokes 0
## 11120 Urban 74.77 24.0 never smoked 0
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## 11126 Rural 57.00 35.8 smokes 0
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## 11129 Rural 74.85 50.5 formerly smoked 0
## 11130 Rural 87.23 27.7 smokes 0
## 11131 Urban 60.94 44.4 formerly smoked 0
## 11132 Rural 108.30 28.6 smokes 0
## 11133 Urban 70.22 23.2 smokes 0
## 11136 Urban 200.69 47.5 formerly smoked 0
## 11139 Rural 214.63 35.0 never smoked 0
## 11141 Rural 99.75 34.9 formerly smoked 0
## 11143 Rural 83.80 26.7 smokes 0
## 11144 Urban 94.00 28.4 smokes 0
## 11147 Urban 255.83 22.5 formerly smoked 0
## 11148 Urban 73.42 23.3 formerly smoked 0
## 11149 Rural 81.69 46.5 never smoked 0
## 11150 Rural 229.59 42.2 never smoked 0
## 11151 Urban 237.18 37.0 never smoked 0
## 11153 Urban 217.86 31.4 formerly smoked 0
## 11155 Urban 108.01 37.0 never smoked 0
## 11156 Urban 73.38 43.8 never smoked 0
## 11157 Urban 89.00 25.0 never smoked 0
## 11158 Urban 61.23 22.4 smokes 0
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## 11160 Rural 73.15 27.9 never smoked 0
## 11161 Rural 96.42 35.9 never smoked 0
## 11164 Urban 108.07 23.2 never smoked 0
## 11165 Urban 91.99 21.3 never smoked 0
## 11166 Rural 62.88 27.7 formerly smoked 0
## 11167 Rural 78.08 24.3 never smoked 0
## 11168 Rural 157.26 27.7 never smoked 0
## 11169 Urban 91.94 35.0 never smoked 0
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## 11172 Rural 126.44 36.3 smokes 0
## 11173 Rural 63.40 34.9 never smoked 0
## 11174 Rural 141.30 47.7 never smoked 0
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## 11177 Rural 158.91 27.1 formerly smoked 0
## 11178 Urban 84.14 24.3 never smoked 0
## 11179 Urban 68.46 23.0 never smoked 0
## 11180 Rural 88.15 27.7 smokes 0
## 11183 Rural 79.19 35.6 never smoked 0
## 11184 Rural 88.32 28.8 formerly smoked 0
## 11185 Urban 96.33 30.0 formerly smoked 0
## 11186 Rural 76.13 29.9 smokes 1
## 11187 Rural 102.54 27.0 never smoked 0
## 11188 Urban 218.22 29.2 never smoked 0
## 11191 Rural 239.36 30.2 never smoked 0
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## 11193 Urban 96.56 22.6 smokes 0
## 11194 Urban 81.07 25.8 never smoked 0
## 11195 Urban 79.04 33.6 never smoked 0
## 11196 Rural 91.83 41.1 formerly smoked 0
## 11198 Rural 56.96 28.2 never smoked 0
## 11199 Urban 76.07 44.4 never smoked 0
## 11202 Rural 100.42 39.6 never smoked 0
## 11203 Rural 95.80 34.7 formerly smoked 0
## 11204 Rural 128.00 47.6 never smoked 0
## 11205 Urban 65.93 38.9 formerly smoked 0
## 11207 Urban 108.45 38.5 never smoked 0
## 11211 Rural 99.90 18.9 never smoked 0
## 11212 Urban 100.72 27.2 never smoked 0
## 11213 Rural 60.34 25.6 never smoked 0
## 11214 Urban 88.96 43.2 formerly smoked 0
## 11215 Urban 99.70 35.0 never smoked 0
## 11216 Urban 98.38 24.0 smokes 0
## 11217 Urban 71.77 23.3 never smoked 0
## 11218 Urban 85.44 26.7 formerly smoked 0
## 11220 Urban 212.88 30.7 formerly smoked 0
## 11221 Rural 113.76 34.4 formerly smoked 0
## 11222 Rural 82.68 25.8 never smoked 0
## 11223 Rural 98.27 28.4 smokes 0
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## 11226 Rural 78.23 32.8 never smoked 0
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## 11228 Urban 119.53 33.5 formerly smoked 0
## 11229 Rural 73.64 22.7 never smoked 0
## 11230 Urban 129.23 35.6 never smoked 0
## 11231 Rural 58.69 27.4 formerly smoked 0
## 11232 Urban 127.52 31.8 never smoked 0
## 11233 Urban 73.88 27.1 never smoked 0
## 11239 Urban 78.07 30.8 smokes 0
## 11240 Urban 96.63 29.9 never smoked 0
## 11242 Urban 80.52 35.6 smokes 0
## 11243 Rural 118.91 30.9 never smoked 0
## 11244 Urban 105.87 21.4 never smoked 0
## 11245 Urban 103.20 21.8 never smoked 0
## 11246 Urban 107.89 36.0 never smoked 0
## 11248 Rural 85.46 20.2 formerly smoked 0
## 11249 Rural 107.34 29.3 never smoked 0
## 11250 Urban 104.31 18.6 never smoked 0
## 11251 Rural 105.19 33.6 never smoked 0
## 11254 Rural 111.79 32.2 never smoked 0
## 11257 Urban 114.62 36.5 formerly smoked 0
## 11258 Urban 100.36 34.7 smokes 0
## 11259 Rural 102.59 29.1 formerly smoked 0
## 11260 Urban 70.71 21.1 formerly smoked 0
## 11261 Urban 79.77 19.2 smokes 0
## 11263 Urban 73.83 30.8 smokes 0
## 11265 Urban 85.88 16.2 smokes 0
## 11266 Rural 65.79 44.9 never smoked 0
## 11267 Urban 183.02 19.4 smokes 0
## 11268 Urban 89.42 38.2 never smoked 0
## 11270 Urban 66.27 24.9 never smoked 0
## 11272 Rural 190.27 27.7 formerly smoked 0
## 11273 Rural 103.49 44.2 never smoked 0
## 11275 Urban 70.45 32.8 smokes 0
## 11276 Rural 76.40 20.6 smokes 0
## 11277 Urban 108.22 22.6 never smoked 0
## 11278 Rural 91.42 30.9 formerly smoked 0
## 11279 Urban 71.32 20.8 smokes 0
## 11280 Urban 174.37 26.3 smokes 0
## 11281 Urban 107.86 22.5 never smoked 0
## 11282 Rural 88.52 43.8 never smoked 0
## 11283 Rural 79.22 29.1 never smoked 0
## 11285 Rural 76.54 18.8 formerly smoked 0
## 11286 Rural 222.56 27.7 formerly smoked 0
## 11288 Rural 222.34 28.8 formerly smoked 0
## 11290 Rural 72.77 25.4 never smoked 0
## 11291 Urban 87.46 52.8 never smoked 0
## 11292 Rural 80.13 35.2 smokes 0
## 11293 Rural 72.94 32.4 never smoked 0
## 11294 Rural 106.04 34.5 formerly smoked 0
## 11296 Rural 81.49 23.5 smokes 0
## 11297 Urban 103.58 32.1 smokes 0
## 11298 Urban 96.49 34.7 never smoked 0
## 11301 Rural 74.19 29.8 never smoked 0
## 11302 Urban 107.82 24.7 never smoked 0
## 11303 Rural 60.38 20.5 never smoked 0
## 11304 Urban 116.34 28.3 formerly smoked 0
## 11306 Rural 223.67 32.9 never smoked 0
## 11307 Urban 80.25 29.6 formerly smoked 0
## 11308 Urban 172.44 33.9 formerly smoked 0
## 11309 Urban 103.00 31.2 never smoked 0
## 11311 Rural 76.20 22.9 formerly smoked 0
## 11312 Rural 91.80 42.4 never smoked 0
## 11314 Urban 82.92 36.8 formerly smoked 0
## 11315 Rural 73.47 36.5 never smoked 0
## 11316 Urban 191.71 31.4 smokes 0
## 11317 Rural 82.18 39.0 smokes 0
## 11318 Rural 103.10 22.6 never smoked 0
## 11320 Urban 200.08 40.4 never smoked 0
## 11321 Rural 106.84 46.0 never smoked 0
## 11322 Rural 88.86 38.2 never smoked 0
## 11325 Urban 87.54 23.3 smokes 0
## 11326 Urban 77.86 27.3 formerly smoked 0
## 11327 Rural 113.83 35.6 smokes 0
## 11329 Rural 88.11 38.7 never smoked 0
## 11331 Rural 98.99 35.4 smokes 0
## 11333 Urban 90.53 36.1 formerly smoked 0
## 11335 Rural 75.42 34.9 smokes 0
## 11336 Rural 96.65 38.2 never smoked 0
## 11337 Urban 112.24 37.4 smokes 1
## 11338 Urban 84.00 25.8 never smoked 0
## 11339 Rural 61.80 24.1 never smoked 0
## 11341 Rural 100.63 30.3 formerly smoked 0
## 11342 Urban 211.09 41.0 smokes 0
## 11343 Rural 82.80 39.7 smokes 0
## 11344 Rural 84.65 43.0 smokes 0
## 11346 Rural 84.77 27.8 smokes 0
## 11348 Urban 74.70 28.3 smokes 0
## 11349 Urban 127.71 33.6 never smoked 0
## 11350 Urban 84.00 26.3 never smoked 0
## 11352 Urban 60.52 23.7 formerly smoked 0
## 11353 Rural 122.69 27.2 formerly smoked 0
## 11354 Urban 63.46 26.5 formerly smoked 0
## 11355 Rural 94.25 48.5 never smoked 0
## 11356 Urban 84.21 20.1 never smoked 0
## 11358 Urban 220.00 48.4 smokes 0
## 11359 Rural 180.48 28.7 smokes 0
## 11360 Urban 77.47 25.6 never smoked 0
## 11362 Rural 84.42 21.4 formerly smoked 0
## 11363 Rural 92.37 39.1 smokes 0
## 11365 Urban 96.44 25.9 never smoked 0
## 11366 Urban 71.54 33.5 never smoked 0
## 11367 Urban 61.50 20.1 smokes 0
## 11368 Rural 107.96 21.8 never smoked 0
## 11369 Urban 179.65 34.8 formerly smoked 0
## 11371 Urban 92.50 32.5 smokes 0
## 11373 Urban 220.06 29.6 formerly smoked 0
## 11374 Rural 97.29 31.9 never smoked 0
## 11375 Rural 87.39 26.2 formerly smoked 0
## 11376 Rural 78.15 22.7 never smoked 0
## 11377 Rural 67.57 24.6 never smoked 0
## 11378 Urban 231.65 39.8 never smoked 0
## 11381 Urban 75.24 24.1 never smoked 0
## 11382 Urban 75.53 35.4 never smoked 0
## 11383 Urban 99.82 29.5 never smoked 0
## 11385 Rural 108.50 28.0 never smoked 0
## 11386 Urban 92.20 28.2 never smoked 0
## 11387 Urban 80.80 35.7 never smoked 0
## 11388 Rural 95.63 25.1 formerly smoked 0
## 11390 Urban 207.46 38.4 smokes 0
## 11391 Rural 165.98 37.2 never smoked 0
## 11392 Rural 137.30 31.7 formerly smoked 1
## 11393 Rural 204.27 27.7 never smoked 0
## 11395 Urban 83.50 22.4 formerly smoked 0
## 11397 Rural 76.51 35.5 never smoked 0
## 11398 Rural 217.20 27.7 never smoked 0
## 11399 Rural 124.57 25.3 never smoked 0
## 11401 Urban 82.71 19.2 smokes 0
## 11403 Rural 108.91 37.2 smokes 0
## 11404 Rural 99.97 44.5 formerly smoked 0
## 11405 Urban 72.44 28.9 smokes 0
## 11406 Urban 96.88 21.2 smokes 0
## 11409 Urban 66.25 22.2 never smoked 0
## 11410 Rural 94.34 26.5 formerly smoked 0
## 11411 Rural 83.53 22.2 never smoked 0
## 11412 Rural 158.25 42.2 never smoked 0
## 11415 Rural 78.04 27.3 never smoked 0
## 11417 Urban 236.16 21.3 smokes 0
## 11419 Urban 62.84 24.4 formerly smoked 0
## 11420 Urban 224.08 33.9 smokes 0
## 11421 Rural 128.45 24.0 never smoked 0
## 11423 Rural 89.54 44.4 never smoked 0
## 11424 Urban 82.85 26.4 formerly smoked 0
## 11425 Urban 194.96 30.5 formerly smoked 0
## 11426 Rural 92.44 27.7 smokes 0
## 11427 Urban 225.74 26.9 formerly smoked 0
## 11428 Rural 55.58 30.5 formerly smoked 0
## 11430 Urban 57.10 35.4 smokes 0
## 11432 Urban 92.03 27.8 never smoked 0
## 11433 Urban 88.75 27.4 smokes 0
## 11434 Urban 73.08 39.3 never smoked 0
## 11435 Urban 80.87 26.0 never smoked 0
## 11436 Urban 97.42 57.3 never smoked 0
## 11439 Rural 60.93 19.8 never smoked 0
## 11440 Rural 128.66 43.0 never smoked 0
## 11441 Rural 211.04 35.2 smokes 0
## 11443 Urban 70.96 38.8 formerly smoked 0
## 11444 Rural 65.57 27.7 never smoked 0
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## 11446 Urban 59.87 44.0 formerly smoked 0
## 11447 Rural 76.97 17.9 smokes 0
## 11448 Rural 155.09 30.1 smokes 0
## 11449 Urban 116.69 34.5 formerly smoked 1
## 11451 Urban 87.84 25.0 formerly smoked 0
## 11452 Urban 66.94 22.7 formerly smoked 0
## 11454 Urban 87.00 26.6 formerly smoked 0
## 11455 Urban 73.98 39.2 formerly smoked 0
## 11456 Urban 117.41 22.4 smokes 0
## 11457 Rural 82.34 27.5 formerly smoked 0
## 11458 Rural 110.19 35.0 never smoked 0
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## 11460 Urban 69.04 27.7 formerly smoked 0
## 11462 Urban 70.59 38.2 never smoked 0
## 11463 Urban 86.65 26.0 never smoked 0
## 11464 Urban 131.04 25.6 never smoked 0
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## 11467 Urban 79.34 24.6 formerly smoked 0
## 11468 Urban 128.84 34.8 never smoked 0
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## 11473 Urban 91.96 46.8 formerly smoked 0
## 11474 Urban 83.83 24.7 never smoked 0
## 11476 Urban 215.94 27.9 formerly smoked 1
## 11479 Rural 95.14 25.3 smokes 0
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## 11483 Rural 172.96 21.0 formerly smoked 0
## 11484 Rural 114.04 29.6 never smoked 0
## 11486 Rural 66.85 27.8 smokes 0
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## 11489 Urban 101.17 40.2 never smoked 0
## 11490 Rural 96.14 21.2 smokes 0
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## 11493 Rural 79.80 28.9 never smoked 0
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## 11495 Rural 56.25 23.1 never smoked 0
## 11497 Urban 78.72 28.0 smokes 0
## 11499 Rural 115.17 31.2 never smoked 0
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## 11502 Rural 74.23 29.9 formerly smoked 0
## 11504 Urban 85.49 22.3 never smoked 0
## 11505 Rural 86.62 29.5 formerly smoked 1
## 11507 Rural 64.06 23.1 never smoked 0
## 11508 Urban 70.30 28.2 never smoked 0
## 11509 Rural 203.19 25.6 never smoked 0
## 11510 Rural 160.65 25.3 never smoked 0
## 11511 Rural 246.41 28.1 never smoked 0
## 11512 Rural 104.42 41.7 never smoked 0
## 11514 Urban 175.38 30.1 formerly smoked 0
## 11516 Urban 82.09 21.7 smokes 0
## 11517 Rural 83.84 19.2 formerly smoked 0
## 11518 Rural 100.07 37.3 formerly smoked 0
## 11519 Urban 80.00 24.6 formerly smoked 0
## 11521 Rural 185.17 25.5 formerly smoked 0
## 11522 Urban 66.42 19.2 smokes 0
## 11523 Urban 88.92 27.6 never smoked 0
## 11524 Rural 61.27 27.7 smokes 0
## 11525 Urban 60.33 26.6 never smoked 0
## 11526 Urban 75.55 22.3 never smoked 0
## 11527 Rural 92.97 33.3 smokes 0
## 11528 Urban 122.86 32.8 smokes 0
## 11529 Urban 96.41 34.8 never smoked 0
## 11530 Urban 69.94 29.8 smokes 0
## 11531 Rural 85.74 28.8 never smoked 0
## 11532 Urban 91.17 26.3 never smoked 0
## 11533 Rural 95.34 28.6 never smoked 0
## 11534 Urban 89.78 40.9 never smoked 0
## 11535 Urban 205.77 46.0 formerly smoked 1
## 11536 Rural 102.22 24.6 never smoked 0
## 11537 Rural 99.20 28.8 smokes 0
## 11539 Rural 78.44 19.1 never smoked 0
## 11540 Rural 101.36 33.9 never smoked 0
## 11541 Rural 157.17 53.0 never smoked 0
## 11542 Rural 76.22 36.6 smokes 0
## 11543 Urban 89.25 27.0 never smoked 0
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## 11545 Rural 225.93 27.7 formerly smoked 0
## 11546 Urban 111.71 34.3 formerly smoked 0
## 11547 Urban 128.44 32.7 never smoked 0
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## 11549 Urban 82.70 32.6 never smoked 0
## 11551 Rural 105.47 22.1 never smoked 0
## 11553 Rural 130.23 25.8 formerly smoked 0
## 11554 Rural 60.41 25.8 formerly smoked 0
## 11558 Rural 87.30 27.7 formerly smoked 0
## 11559 Rural 79.05 28.5 formerly smoked 0
## 11564 Urban 60.32 38.4 never smoked 0
## 11565 Urban 92.54 17.5 never smoked 0
## 11567 Urban 103.56 24.4 never smoked 0
## 11568 Urban 77.66 32.3 never smoked 0
## 11574 Rural 84.83 25.9 smokes 0
## 11575 Urban 81.01 32.9 formerly smoked 0
## 11576 Rural 157.37 33.3 never smoked 0
## 11577 Rural 123.89 29.2 never smoked 0
## 11578 Urban 76.95 29.6 never smoked 0
## 11579 Urban 186.65 21.6 never smoked 0
## 11581 Urban 201.97 41.2 formerly smoked 0
## 11582 Rural 63.15 23.3 never smoked 0
## 11583 Urban 64.64 30.6 formerly smoked 0
## 11584 Urban 76.91 20.7 never smoked 0
## 11585 Rural 67.20 27.7 smokes 0
## 11587 Urban 82.38 19.6 never smoked 0
## 11589 Rural 62.98 40.3 never smoked 0
## 11591 Urban 61.17 20.2 never smoked 0
## 11592 Rural 89.94 28.3 smokes 0
## 11593 Urban 180.64 47.8 never smoked 0
## 11594 Urban 91.03 35.6 never smoked 0
## 11595 Rural 139.50 30.9 never smoked 0
## 11596 Urban 150.00 24.3 never smoked 0
## 11598 Rural 82.25 32.3 never smoked 0
## 11599 Urban 106.06 27.5 never smoked 0
## 11601 Rural 84.07 26.8 never smoked 0
## 11603 Urban 103.28 22.4 smokes 0
## 11604 Rural 94.55 44.3 formerly smoked 0
## 11605 Rural 108.11 27.7 never smoked 0
## 11606 Rural 105.85 45.7 formerly smoked 0
## 11607 Urban 256.55 41.6 formerly smoked 0
## 11608 Urban 92.88 37.1 formerly smoked 0
## 11610 Rural 114.70 35.9 smokes 0
## 11611 Rural 99.21 23.9 never smoked 0
## 11612 Urban 72.46 27.7 smokes 0
## 11613 Urban 112.16 42.5 formerly smoked 1
## 11614 Urban 219.82 31.7 smokes 0
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## 11620 Urban 113.51 40.7 formerly smoked 0
## 11621 Rural 107.74 27.7 formerly smoked 0
## 11622 Rural 93.58 23.1 never smoked 0
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## 11625 Urban 204.70 24.7 smokes 0
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## 11632 Rural 133.07 29.6 smokes 0
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## 11634 Rural 95.71 22.5 smokes 0
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## 11639 Urban 81.29 25.1 smokes 0
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## 11642 Urban 96.01 28.1 formerly smoked 0
## 11643 Rural 237.22 42.5 formerly smoked 0
## 11645 Urban 113.72 38.2 never smoked 0
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## 11648 Urban 79.48 28.0 never smoked 0
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## 11654 Urban 210.43 33.4 never smoked 0
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## 11661 Urban 125.01 23.6 never smoked 0
## 11662 Urban 98.64 23.6 smokes 0
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## 11665 Urban 78.48 35.6 never smoked 0
## 11666 Rural 136.69 33.1 never smoked 0
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## 11669 Rural 247.33 38.5 formerly smoked 0
## 11670 Urban 99.64 31.2 never smoked 0
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## 11672 Rural 190.79 36.6 formerly smoked 0
## 11673 Rural 74.68 23.6 never smoked 0
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## 11678 Urban 87.38 22.1 smokes 0
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## 11683 Rural 76.63 32.2 formerly smoked 0
## 11685 Urban 68.93 31.9 never smoked 0
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## 11691 Rural 59.25 36.8 formerly smoked 0
## 11692 Rural 94.59 30.9 never smoked 0
## 11693 Urban 102.49 25.8 smokes 0
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## 11700 Rural 104.60 21.3 never smoked 0
## 11701 Urban 94.39 38.4 never smoked 0
## 11702 Urban 182.26 26.1 never smoked 0
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## 11705 Urban 60.63 37.8 formerly smoked 0
## 11707 Urban 115.69 27.1 smokes 0
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## 11712 Urban 125.63 19.9 formerly smoked 0
## 11713 Urban 86.94 35.6 smokes 0
## 11714 Urban 72.20 25.2 smokes 0
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## 11726 Rural 229.84 43.1 smokes 0
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## 11732 Rural 81.12 33.0 formerly smoked 0
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## 11735 Urban 75.22 32.3 never smoked 0
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## 11738 Urban 189.90 25.6 smokes 0
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## 11743 Urban 87.05 25.9 formerly smoked 0
## 11745 Urban 227.48 28.9 smokes 0
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## 11774 Urban 55.29 23.7 smokes 0
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## 11779 Rural 68.05 44.0 smokes 0
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## 11781 Rural 126.93 35.4 formerly smoked 0
## 11782 Urban 126.76 30.0 formerly smoked 0
## 11783 Urban 198.95 35.7 smokes 0
## 11784 Urban 142.75 24.4 formerly smoked 0
## 11785 Urban 79.98 31.9 formerly smoked 0
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## 11790 Rural 62.90 29.2 never smoked 0
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## 11793 Urban 85.89 31.0 smokes 0
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## 11800 Rural 118.03 35.5 smokes 1
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## 11814 Rural 85.86 25.3 formerly smoked 0
## 11815 Urban 111.17 35.9 never smoked 0
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## 11823 Rural 198.02 25.3 formerly smoked 0
## 11824 Urban 76.55 55.4 never smoked 0
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## 11826 Urban 230.76 30.9 formerly smoked 0
## 11828 Rural 87.95 41.2 smokes 0
## 11829 Urban 176.96 25.2 smokes 0
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## 11833 Rural 63.50 22.2 smokes 0
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## 11862 Urban 67.35 31.0 smokes 0
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## 11867 Rural 164.41 33.5 smokes 0
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## 11869 Rural 271.74 31.1 smokes 1
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## 11874 Urban 55.33 21.2 smokes 0
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## 11877 Urban 129.14 28.5 smokes 0
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## 11884 Urban 107.15 19.0 smokes 0
## 11885 Rural 97.92 26.9 smokes 1
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## 11888 Urban 112.44 22.1 smokes 0
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## 11890 Rural 114.91 37.8 never smoked 0
## 11892 Urban 86.64 26.3 never smoked 0
## 11893 Urban 132.12 43.5 never smoked 0
## 11895 Urban 83.06 39.3 formerly smoked 0
## 11897 Urban 200.62 35.8 formerly smoked 1
## 11898 Urban 100.99 27.9 smokes 0
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## 11904 Rural 90.34 19.4 formerly smoked 0
## 11905 Urban 81.47 43.6 smokes 0
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## 11909 Urban 63.20 25.5 smokes 0
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## 11912 Rural 242.52 45.5 formerly smoked 1
## 11913 Rural 57.85 30.4 never smoked 0
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## 11915 Rural 136.09 23.4 smokes 0
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## 11918 Rural 72.53 50.8 never smoked 0
## 11919 Rural 112.12 24.9 never smoked 0
## 11920 Rural 100.10 40.5 never smoked 0
## 11923 Rural 112.25 33.3 smokes 0
## 11925 Rural 94.20 42.5 smokes 0
## 11927 Rural 97.47 31.5 never smoked 0
## 11930 Rural 148.59 38.0 formerly smoked 0
## 11931 Urban 182.63 41.8 never smoked 0
## 11933 Urban 142.41 29.6 never smoked 0
## 11934 Urban 98.51 24.0 formerly smoked 0
## 11935 Urban 101.36 27.3 smokes 0
## 11936 Rural 94.39 39.4 never smoked 0
## 11937 Rural 88.59 31.8 never smoked 0
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## 11940 Urban 122.18 28.5 formerly smoked 0
## 11944 Urban 225.03 28.3 formerly smoked 0
## 11945 Urban 58.53 20.7 smokes 0
## 11946 Rural 87.92 25.2 never smoked 0
## 11947 Urban 68.74 34.2 never smoked 0
## 11948 Rural 114.77 27.7 formerly smoked 1
## 11949 Urban 98.93 27.2 never smoked 0
## 11951 Rural 88.49 21.8 formerly smoked 0
## 11956 Urban 75.39 32.4 never smoked 0
## 11957 Rural 94.95 30.9 formerly smoked 0
## 11958 Rural 80.17 27.3 formerly smoked 0
## 11960 Rural 107.06 36.3 never smoked 0
## 11962 Rural 227.62 28.8 formerly smoked 0
## 11963 Urban 106.84 27.0 formerly smoked 0
## 11964 Rural 101.44 22.1 never smoked 0
## 11966 Rural 99.87 18.3 never smoked 0
## 11967 Rural 108.51 27.5 smokes 0
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## 11973 Rural 139.15 21.2 never smoked 0
## 11975 Rural 98.20 31.2 never smoked 0
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## 11978 Rural 77.75 20.7 formerly smoked 0
## 11979 Urban 139.46 31.6 never smoked 0
## 11981 Urban 74.96 26.6 never smoked 1
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## 11984 Rural 90.12 29.0 smokes 0
## 11985 Urban 81.95 31.9 formerly smoked 0
## 11988 Urban 83.55 23.6 never smoked 0
## 11989 Rural 90.09 25.7 never smoked 0
## 11990 Rural 55.35 28.0 never smoked 0
## 11991 Rural 150.32 43.6 formerly smoked 0
## 11992 Rural 98.98 28.3 smokes 0
## 11996 Rural 89.27 33.5 formerly smoked 0
## 11999 Urban 82.36 26.8 never smoked 0
## 12001 Urban 80.44 26.0 never smoked 0
## 12003 Urban 71.12 27.7 smokes 0
## 12004 Urban 80.03 22.4 never smoked 0
## 12005 Urban 61.12 29.4 never smoked 0
## 12006 Urban 89.43 27.9 never smoked 0
## 12007 Urban 112.39 21.4 never smoked 0
## 12009 Urban 222.43 22.3 smokes 0
## 12011 Urban 96.42 27.5 never smoked 0
## 12012 Urban 79.94 24.8 never smoked 0
## 12016 Rural 55.05 22.9 never smoked 0
## 12017 Urban 88.05 27.7 formerly smoked 0
## 12018 Urban 140.03 22.6 never smoked 0
## 12019 Rural 198.27 37.4 smokes 0
## 12020 Urban 76.95 28.0 smokes 0
## 12024 Urban 82.87 34.3 never smoked 0
## 12025 Rural 57.70 37.0 smokes 0
## 12026 Rural 120.29 46.9 smokes 0
## 12027 Rural 213.47 40.9 never smoked 0
## 12028 Urban 112.12 20.7 formerly smoked 0
## 12029 Rural 110.63 30.5 never smoked 0
## 12031 Urban 78.42 23.7 never smoked 0
## 12033 Urban 100.46 32.7 never smoked 0
## 12035 Urban 88.31 34.6 smokes 0
## 12036 Rural 102.41 26.5 formerly smoked 0
## 12037 Urban 89.33 31.4 smokes 0
## 12038 Rural 124.06 22.9 never smoked 0
## 12040 Rural 93.23 27.7 never smoked 0
## 12041 Urban 149.58 50.2 never smoked 0
## 12042 Urban 78.54 25.6 formerly smoked 0
## 12043 Rural 82.10 37.1 smokes 0
## 12044 Rural 90.69 24.4 never smoked 0
## 12046 Urban 84.04 26.8 smokes 0
## 12048 Rural 110.99 31.4 never smoked 0
## 12049 Rural 224.54 29.3 smokes 0
## 12050 Urban 105.97 28.2 never smoked 0
## 12051 Rural 79.42 30.8 never smoked 0
## 12052 Urban 96.48 23.1 never smoked 0
## 12054 Urban 121.58 19.6 smokes 0
## 12055 Rural 117.08 40.3 never smoked 0
## 12056 Rural 65.37 54.8 smokes 0
## 12057 Rural 130.24 31.5 formerly smoked 0
## 12059 Rural 107.01 28.0 never smoked 0
## 12060 Rural 93.05 38.3 never smoked 0
## 12061 Rural 70.71 27.5 smokes 0
## 12063 Rural 101.86 33.0 smokes 0
## 12064 Rural 60.28 29.8 never smoked 0
## 12065 Urban 90.15 22.6 never smoked 0
## 12066 Rural 91.97 28.2 never smoked 0
## 12069 Rural 76.38 27.0 never smoked 0
## 12070 Urban 60.48 25.6 formerly smoked 0
## 12074 Rural 59.62 47.7 smokes 0
## 12075 Urban 103.73 22.1 formerly smoked 0
## 12076 Urban 99.32 25.5 never smoked 0
## 12077 Urban 68.47 27.5 never smoked 0
## 12078 Rural 264.47 33.6 never smoked 0
## 12079 Urban 106.93 20.1 never smoked 0
## 12080 Rural 71.61 27.6 smokes 0
## 12081 Urban 89.30 20.1 smokes 0
## 12084 Rural 81.35 26.1 formerly smoked 0
## 12086 Rural 78.13 30.8 never smoked 0
## 12089 Rural 89.01 27.5 formerly smoked 0
## 12090 Rural 119.35 29.6 smokes 0
## 12091 Rural 73.13 23.3 formerly smoked 0
## 12092 Rural 68.70 23.5 smokes 0
## 12093 Urban 102.16 36.6 never smoked 0
## 12095 Rural 105.53 39.6 never smoked 0
## 12097 Urban 55.84 27.7 smokes 0
## 12098 Rural 75.19 31.9 never smoked 0
## 12100 Urban 79.57 21.0 smokes 0
## 12101 Urban 102.61 30.5 never smoked 0
## 12103 Urban 59.17 39.5 never smoked 0
## 12104 Urban 161.52 29.4 never smoked 0
## 12106 Urban 65.36 27.0 never smoked 0
## 12108 Rural 122.49 25.8 formerly smoked 0
## 12109 Rural 83.56 26.2 never smoked 0
## 12110 Urban 85.55 30.9 never smoked 0
## 12111 Rural 73.36 24.7 never smoked 0
## 12116 Urban 90.10 27.3 formerly smoked 0
## 12118 Rural 94.99 24.0 formerly smoked 0
## 12119 Urban 62.45 35.7 never smoked 0
## 12120 Rural 86.89 27.7 formerly smoked 0
## 12122 Urban 66.01 30.1 formerly smoked 0
## 12124 Urban 78.51 23.6 never smoked 0
## 12126 Urban 112.28 25.7 formerly smoked 0
## 12127 Urban 59.28 26.6 formerly smoked 0
## 12128 Rural 126.28 24.6 never smoked 0
## 12129 Urban 104.43 30.9 never smoked 0
## 12130 Urban 81.72 21.4 formerly smoked 0
## 12131 Urban 223.12 28.6 never smoked 0
## 12134 Urban 175.29 31.5 formerly smoked 1
## 12135 Rural 208.98 60.5 never smoked 0
## 12136 Rural 56.74 24.5 formerly smoked 0
## 12137 Urban 58.24 40.1 never smoked 0
## 12138 Rural 117.52 35.5 never smoked 0
## 12139 Rural 77.58 23.8 never smoked 0
## 12141 Urban 90.45 34.0 never smoked 0
## 12142 Rural 142.48 24.5 never smoked 0
## 12143 Rural 106.39 30.6 smokes 0
## 12144 Urban 84.90 28.1 never smoked 0
## 12146 Rural 214.79 22.2 never smoked 0
## 12147 Rural 89.35 25.5 formerly smoked 0
## 12148 Rural 82.06 26.8 smokes 0
## 12150 Rural 86.99 28.6 never smoked 0
## 12151 Rural 66.83 27.4 never smoked 0
## 12152 Rural 133.32 28.3 formerly smoked 0
## 12153 Urban 84.79 22.5 smokes 0
## 12154 Rural 58.28 29.9 never smoked 0
## 12155 Urban 80.88 32.5 never smoked 0
## 12158 Urban 86.79 39.5 never smoked 0
## 12159 Rural 212.92 39.9 smokes 0
## 12160 Urban 100.61 22.7 smokes 0
## 12162 Rural 80.33 30.6 never smoked 0
## 12163 Urban 62.67 32.0 formerly smoked 0
## 12164 Rural 63.87 37.1 never smoked 0
## 12165 Urban 71.52 29.8 smokes 0
## 12166 Urban 102.82 23.7 formerly smoked 0
## 12167 Rural 93.53 20.2 formerly smoked 0
## 12168 Urban 102.55 36.2 formerly smoked 0
## 12169 Urban 90.11 26.7 smokes 0
## 12170 Urban 115.02 28.4 never smoked 0
## 12171 Rural 191.22 47.1 formerly smoked 0
## 12172 Urban 111.97 21.4 formerly smoked 0
## 12179 Rural 80.90 24.2 never smoked 0
## 12180 Urban 58.84 23.7 never smoked 0
## 12181 Urban 71.41 24.1 formerly smoked 0
## 12183 Urban 65.06 29.9 smokes 0
## 12184 Rural 122.77 27.7 formerly smoked 0
## 12185 Urban 81.12 26.1 smokes 0
## 12186 Rural 93.53 26.1 formerly smoked 0
## 12187 Rural 93.61 17.9 never smoked 0
## 12188 Rural 80.85 27.7 formerly smoked 0
## 12189 Rural 84.34 25.3 never smoked 0
## 12190 Urban 107.13 29.4 formerly smoked 0
## 12191 Urban 57.19 26.2 formerly smoked 0
## 12192 Rural 133.56 23.0 never smoked 0
## 12194 Urban 92.29 26.5 smokes 0
## 12197 Rural 165.24 26.3 smokes 0
## 12198 Rural 95.33 21.2 formerly smoked 0
## 12199 Rural 76.95 29.6 smokes 0
## 12201 Urban 73.31 28.8 smokes 0
## 12202 Urban 99.03 35.4 smokes 0
## 12205 Rural 78.34 23.1 never smoked 0
## 12207 Urban 91.15 33.0 never smoked 0
## 12208 Rural 95.23 22.2 never smoked 0
## 12209 Rural 57.33 30.1 never smoked 0
## 12210 Rural 115.94 32.8 formerly smoked 0
## 12211 Rural 97.86 28.6 formerly smoked 0
## 12213 Urban 195.57 23.7 never smoked 0
## 12214 Urban 106.50 39.4 smokes 0
## 12215 Urban 60.47 26.2 never smoked 0
## 12217 Rural 147.32 24.5 smokes 0
## 12218 Rural 189.66 27.2 never smoked 0
## 12219 Urban 97.46 24.3 never smoked 0
## 12222 Urban 147.65 39.7 never smoked 0
## 12223 Urban 226.68 37.8 smokes 0
## 12225 Rural 216.26 29.6 formerly smoked 0
## 12226 Rural 94.87 40.5 formerly smoked 0
## 12229 Rural 79.71 32.3 formerly smoked 0
## 12230 Urban 78.00 24.8 smokes 0
## 12231 Rural 87.34 27.5 never smoked 0
## 12234 Urban 78.46 19.2 never smoked 0
## 12235 Urban 81.01 32.1 never smoked 0
## 12237 Urban 57.81 36.5 never smoked 0
## 12238 Rural 85.28 51.0 smokes 0
## 12239 Rural 77.30 28.4 never smoked 0
## 12240 Urban 77.98 26.7 formerly smoked 0
## 12241 Urban 85.54 28.5 never smoked 0
## 12242 Rural 90.00 32.0 never smoked 1
## 12243 Urban 95.27 29.8 never smoked 0
## 12244 Rural 214.21 38.2 formerly smoked 0
## 12246 Urban 106.55 33.1 never smoked 0
## 12247 Rural 109.47 30.8 never smoked 1
## 12249 Urban 93.00 23.3 smokes 0
## 12250 Urban 103.29 31.7 formerly smoked 0
## 12251 Rural 87.63 28.5 never smoked 0
## 12252 Urban 124.66 24.6 never smoked 0
## 12254 Urban 72.39 25.6 smokes 0
## 12255 Rural 71.13 27.7 smokes 0
## 12256 Rural 109.87 30.0 smokes 0
## 12257 Rural 65.34 25.0 formerly smoked 0
## 12260 Urban 107.57 19.6 formerly smoked 0
## 12262 Rural 86.15 24.0 never smoked 0
## 12264 Rural 107.57 27.5 never smoked 0
## 12265 Rural 116.59 25.5 never smoked 0
## 12267 Urban 77.19 24.2 smokes 0
## 12268 Urban 58.91 26.6 never smoked 0
## 12269 Rural 175.28 37.1 never smoked 0
## 12272 Rural 105.93 29.0 smokes 0
## 12273 Urban 68.73 29.9 smokes 0
## 12274 Urban 121.04 30.0 smokes 0
## 12275 Urban 79.62 33.1 formerly smoked 0
## 12276 Urban 118.74 32.5 formerly smoked 0
## 12279 Urban 77.09 17.1 formerly smoked 0
## 12281 Rural 144.49 25.8 never smoked 0
## 12283 Urban 122.59 24.0 never smoked 0
## 12284 Rural 224.17 30.2 smokes 0
## 12285 Urban 84.34 27.7 never smoked 0
## 12286 Urban 91.71 30.2 smokes 0
## 12287 Urban 223.28 27.7 formerly smoked 0
## 12288 Urban 139.92 27.3 never smoked 0
## 12289 Rural 96.94 27.7 smokes 0
## 12290 Urban 97.97 38.0 never smoked 0
## 12292 Urban 86.83 32.6 never smoked 0
## 12293 Rural 111.66 30.8 smokes 0
## 12295 Rural 83.77 27.1 formerly smoked 0
## 12297 Urban 71.08 24.9 never smoked 0
## 12298 Urban 117.22 41.9 never smoked 0
## 12299 Urban 102.49 37.1 never smoked 0
## 12300 Urban 86.19 29.5 never smoked 0
## 12301 Urban 79.34 26.2 smokes 0
## 12302 Rural 93.41 31.5 never smoked 0
## 12303 Rural 85.82 22.8 never smoked 0
## 12304 Urban 71.92 37.2 never smoked 0
## 12305 Rural 105.04 26.3 never smoked 0
## 12308 Rural 111.64 36.5 formerly smoked 0
## 12312 Urban 92.60 22.9 smokes 0
## 12316 Rural 83.92 19.2 never smoked 0
## 12317 Rural 69.98 37.3 never smoked 0
## 12320 Rural 99.90 31.7 formerly smoked 0
## 12322 Urban 112.30 38.3 smokes 0
## 12323 Urban 73.00 21.8 never smoked 0
## 12324 Rural 75.28 34.1 formerly smoked 0
## 12326 Rural 111.71 29.9 never smoked 0
## 12327 Rural 83.30 27.3 never smoked 0
## 12328 Urban 90.77 33.7 formerly smoked 0
## 12329 Urban 60.19 27.3 smokes 0
## 12330 Urban 71.56 24.9 never smoked 0
## 12331 Urban 211.99 31.5 never smoked 0
## 12332 Rural 91.76 32.9 formerly smoked 0
## 12334 Rural 87.10 29.0 formerly smoked 0
## 12335 Rural 57.38 30.7 smokes 0
## 12336 Rural 72.18 34.3 smokes 0
## 12337 Urban 89.46 40.5 smokes 0
## 12339 Rural 195.53 36.1 formerly smoked 0
## 12340 Urban 69.59 26.9 never smoked 0
## 12341 Rural 110.24 28.0 never smoked 0
## 12342 Rural 113.42 35.8 never smoked 0
## 12344 Rural 139.85 28.4 smokes 0
## 12345 Rural 238.14 26.6 never smoked 0
## 12346 Rural 63.17 30.0 never smoked 0
## 12347 Rural 81.46 28.6 smokes 0
## 12348 Urban 80.50 16.1 never smoked 0
## 12349 Urban 64.32 25.9 never smoked 0
## 12350 Rural 93.20 33.5 smokes 0
## 12351 Rural 240.78 39.0 never smoked 0
## 12352 Rural 92.90 38.9 never smoked 0
## 12353 Rural 89.60 24.0 smokes 0
## 12354 Rural 80.06 23.8 never smoked 0
## 12356 Rural 102.23 56.9 formerly smoked 0
## 12357 Rural 116.70 25.9 smokes 0
## 12358 Urban 109.01 39.7 never smoked 0
## 12359 Urban 88.90 25.5 formerly smoked 0
## 12362 Urban 215.02 32.8 smokes 0
## 12364 Urban 91.37 25.4 smokes 0
## 12365 Urban 104.69 23.6 never smoked 0
## 12366 Rural 89.76 34.5 formerly smoked 0
## 12368 Rural 87.85 31.1 smokes 1
## 12369 Urban 88.13 27.1 smokes 0
## 12371 Rural 60.05 31.3 never smoked 0
## 12373 Urban 69.93 30.9 never smoked 0
## 12374 Urban 207.27 24.5 formerly smoked 0
## 12375 Rural 211.73 46.9 never smoked 0
## 12376 Urban 77.38 19.4 smokes 0
## 12379 Rural 122.20 35.8 never smoked 0
## 12380 Rural 67.35 27.1 never smoked 0
## 12381 Rural 96.10 29.2 formerly smoked 0
## 12384 Rural 103.24 26.1 never smoked 0
## 12385 Urban 109.59 26.8 never smoked 0
## 12386 Rural 71.89 27.1 formerly smoked 0
## 12387 Urban 106.74 33.0 formerly smoked 1
## 12388 Rural 71.48 19.2 never smoked 0
## 12389 Urban 137.71 23.8 never smoked 0
## 12391 Rural 211.70 28.2 formerly smoked 0
## 12393 Urban 109.03 23.4 never smoked 0
## 12394 Rural 75.81 30.4 never smoked 0
## 12395 Urban 83.91 29.1 never smoked 0
## 12398 Urban 77.44 34.0 smokes 0
## 12400 Rural 80.13 23.4 never smoked 1
## 12402 Rural 78.21 28.6 formerly smoked 0
## 12405 Urban 205.47 28.7 never smoked 0
## 12406 Urban 82.71 34.0 smokes 0
## 12407 Urban 218.39 36.8 never smoked 0
## 12409 Urban 88.54 35.6 never smoked 0
## 12411 Rural 219.13 24.3 formerly smoked 0
## 12412 Rural 210.60 31.2 smokes 0
## 12413 Rural 92.78 31.2 formerly smoked 0
## 12414 Rural 63.35 32.5 formerly smoked 0
## 12415 Rural 83.89 36.8 formerly smoked 0
## 12416 Urban 62.53 30.0 formerly smoked 0
## 12417 Rural 190.20 33.0 smokes 0
## 12418 Urban 90.19 26.9 never smoked 1
## 12420 Rural 178.45 24.7 never smoked 0
## 12421 Urban 80.92 37.6 formerly smoked 0
## 12422 Urban 77.30 19.3 formerly smoked 0
## 12423 Rural 81.87 26.5 never smoked 0
## 12425 Rural 110.77 41.6 never smoked 0
## 12426 Urban 81.02 29.0 never smoked 0
## 12427 Urban 225.80 43.3 formerly smoked 0
## 12431 Rural 79.27 27.0 smokes 0
## 12432 Urban 122.77 35.0 never smoked 0
## 12433 Rural 139.38 28.1 formerly smoked 0
## 12434 Rural 94.82 24.9 smokes 0
## 12436 Rural 79.34 28.4 never smoked 0
## 12437 Rural 84.27 43.0 formerly smoked 0
## 12438 Urban 86.99 31.0 never smoked 0
## 12439 Rural 113.68 20.4 smokes 0
## 12440 Urban 108.78 26.5 never smoked 0
## 12441 Rural 72.00 30.8 never smoked 0
## 12442 Urban 90.74 34.5 never smoked 0
## 12443 Rural 96.84 24.4 never smoked 0
## 12444 Urban 101.50 26.3 never smoked 0
## 12445 Urban 89.55 29.7 never smoked 0
## 12448 Rural 129.21 39.0 never smoked 0
## 12449 Urban 98.90 28.1 formerly smoked 0
## 12450 Rural 97.07 23.8 formerly smoked 0
## 12452 Rural 89.03 32.1 never smoked 0
## 12453 Urban 89.75 34.4 never smoked 0
## 12454 Rural 71.56 19.7 smokes 0
## 12455 Urban 127.08 28.1 formerly smoked 0
## 12456 Rural 109.28 19.7 never smoked 0
## 12458 Rural 82.58 32.6 smokes 0
## 12460 Rural 218.81 28.3 formerly smoked 0
## 12461 Rural 68.87 28.5 never smoked 0
## 12462 Rural 98.79 28.9 smokes 0
## 12463 Urban 214.93 32.1 never smoked 0
## 12464 Rural 97.91 34.8 formerly smoked 0
## 12466 Urban 80.41 30.6 never smoked 0
## 12468 Urban 83.43 19.2 never smoked 0
## 12469 Rural 212.66 29.3 formerly smoked 0
## 12470 Urban 143.28 26.0 never smoked 0
## 12472 Urban 104.64 19.0 formerly smoked 0
## 12473 Urban 91.10 19.3 never smoked 0
## 12474 Rural 115.58 26.1 never smoked 0
## 12475 Urban 78.43 30.8 never smoked 0
## 12477 Urban 109.06 22.1 never smoked 0
## 12478 Urban 70.57 27.1 never smoked 0
## 12479 Rural 86.24 24.3 formerly smoked 0
## 12480 Urban 65.00 27.8 formerly smoked 0
## 12481 Urban 56.54 24.8 never smoked 0
## 12482 Urban 109.33 26.6 smokes 0
## 12483 Rural 86.58 40.8 never smoked 0
## 12484 Rural 86.15 50.3 never smoked 0
## 12485 Rural 120.49 25.5 smokes 0
## 12486 Urban 57.24 42.0 formerly smoked 0
## 12487 Rural 86.69 54.1 never smoked 0
## 12488 Urban 163.37 37.8 never smoked 0
## 12489 Rural 86.64 36.6 never smoked 0
## 12492 Urban 114.62 35.0 smokes 0
## 12493 Urban 121.64 26.1 never smoked 0
## 12494 Urban 108.30 33.9 never smoked 0
## 12495 Urban 116.07 20.0 never smoked 0
## 12496 Rural 265.09 24.3 never smoked 0
## 12498 Urban 84.49 32.6 never smoked 0
## 12501 Rural 82.55 24.3 smokes 0
## 12503 Urban 99.08 26.6 never smoked 0
## 12504 Rural 82.59 27.0 never smoked 0
## 12505 Rural 62.10 22.5 smokes 0
## 12507 Rural 111.34 30.4 smokes 0
## 12510 Rural 79.80 25.1 never smoked 0
## 12512 Urban 70.95 27.9 smokes 0
## 12515 Rural 126.66 27.5 never smoked 0
## 12517 Urban 208.23 27.7 never smoked 0
## 12519 Rural 97.05 30.8 never smoked 0
## 12521 Urban 82.42 44.0 never smoked 0
## 12522 Rural 66.87 26.0 formerly smoked 0
## 12524 Urban 67.47 23.4 never smoked 0
## 12525 Urban 69.97 41.6 never smoked 0
## 12527 Rural 76.93 26.2 formerly smoked 0
## 12528 Urban 56.94 28.4 formerly smoked 0
## 12529 Rural 182.84 26.2 never smoked 0
## 12530 Urban 113.60 29.1 smokes 0
## 12531 Rural 60.43 41.7 formerly smoked 0
## 12532 Urban 91.79 29.7 smokes 0
## 12535 Rural 92.01 24.2 smokes 0
## 12536 Rural 128.81 26.7 formerly smoked 0
## 12538 Urban 133.91 21.3 never smoked 0
## 12542 Rural 189.11 36.0 never smoked 0
## 12543 Urban 152.12 35.3 never smoked 0
## 12545 Rural 95.44 34.1 never smoked 0
## 12546 Rural 94.84 32.5 never smoked 0
## 12547 Urban 63.31 35.9 never smoked 0
## 12548 Rural 108.98 28.6 never smoked 0
## 12549 Rural 110.70 35.5 never smoked 0
## 12550 Rural 76.08 37.2 smokes 0
## 12551 Rural 86.02 37.6 never smoked 0
## 12553 Urban 106.83 27.6 formerly smoked 0
## 12554 Urban 79.99 26.8 smokes 0
## 12555 Rural 65.86 20.9 never smoked 0
## 12556 Rural 98.86 21.2 smokes 0
## 12557 Urban 98.52 21.0 never smoked 0
## 12559 Urban 103.19 23.0 never smoked 0
## 12560 Rural 94.63 30.9 smokes 0
## 12561 Rural 76.70 31.7 never smoked 0
## 12562 Urban 89.69 33.3 never smoked 0
## 12564 Urban 80.57 60.2 never smoked 0
## 12566 Urban 108.98 24.5 formerly smoked 0
## 12567 Rural 82.61 21.6 formerly smoked 0
## 12568 Rural 105.95 38.4 formerly smoked 0
## 12569 Rural 89.77 24.6 formerly smoked 0
## 12572 Urban 102.25 25.1 formerly smoked 0
## 12573 Rural 195.99 28.2 formerly smoked 0
## 12574 Urban 96.51 30.8 never smoked 0
## 12575 Rural 66.82 39.0 smokes 0
## 12576 Rural 90.71 30.4 never smoked 0
## 12577 Rural 84.92 28.1 formerly smoked 0
## 12579 Urban 86.42 28.1 smokes 0
## 12580 Rural 87.14 27.7 never smoked 0
## 12581 Urban 107.07 32.8 never smoked 0
## 12582 Rural 78.73 31.7 never smoked 0
## 12583 Urban 79.74 21.6 never smoked 0
## 12584 Rural 81.10 26.3 formerly smoked 0
## 12585 Urban 75.69 27.5 never smoked 0
## 12586 Rural 186.68 47.3 never smoked 0
## 12588 Rural 103.77 29.3 smokes 0
## 12590 Rural 101.25 24.3 never smoked 0
## 12591 Urban 72.27 25.9 never smoked 0
## 12592 Rural 83.12 21.7 never smoked 0
## 12594 Urban 83.24 26.3 never smoked 1
## 12595 Rural 94.38 39.8 smokes 0
## 12598 Rural 70.79 24.8 never smoked 0
## 12599 Rural 62.94 53.2 formerly smoked 0
## 12600 Rural 94.96 30.8 formerly smoked 0
## 12602 Urban 224.24 38.5 never smoked 0
## 12604 Urban 104.65 32.0 smokes 0
## 12606 Rural 67.21 38.1 never smoked 0
## 12607 Rural 72.72 26.6 never smoked 0
## 12609 Rural 133.49 36.8 never smoked 0
## 12610 Rural 67.45 33.9 formerly smoked 0
## 12611 Urban 109.26 31.8 formerly smoked 0
## 12612 Rural 108.15 37.7 never smoked 0
## 12614 Rural 97.34 23.6 smokes 0
## 12615 Urban 98.22 32.1 never smoked 0
## 12616 Urban 58.88 32.7 formerly smoked 0
## 12617 Rural 81.20 33.3 formerly smoked 0
## 12618 Rural 59.04 32.7 formerly smoked 0
## 12621 Urban 55.35 35.4 formerly smoked 0
## 12623 Urban 215.27 29.8 formerly smoked 0
## 12624 Rural 141.46 21.4 formerly smoked 0
## 12625 Rural 90.40 28.3 never smoked 0
## 12627 Rural 78.05 41.4 never smoked 0
## 12628 Urban 210.29 25.0 never smoked 0
## 12629 Rural 84.00 22.5 never smoked 0
## 12630 Rural 199.02 26.1 smokes 0
## 12631 Rural 58.87 24.7 never smoked 0
## 12633 Urban 232.11 34.9 smokes 0
## 12634 Rural 222.38 30.9 never smoked 0
## 12635 Urban 84.43 30.1 smokes 0
## 12636 Urban 99.56 26.4 never smoked 0
## 12638 Urban 139.19 34.1 never smoked 0
## 12639 Rural 244.84 28.4 never smoked 0
## 12640 Rural 77.60 19.5 never smoked 0
## 12641 Urban 93.74 41.4 never smoked 0
## 12643 Rural 88.37 35.5 never smoked 0
## 12644 Rural 85.91 27.0 never smoked 0
## 12645 Urban 105.48 29.7 never smoked 0
## 12646 Urban 74.13 28.1 never smoked 0
## 12647 Rural 124.42 29.6 smokes 0
## 12649 Rural 164.30 31.1 never smoked 0
## 12651 Urban 75.54 35.4 formerly smoked 0
## 12652 Urban 82.13 26.4 never smoked 0
## 12653 Rural 191.40 35.1 never smoked 0
## 12654 Rural 212.86 29.3 never smoked 0
## 12656 Urban 176.26 35.4 formerly smoked 0
## 12657 Rural 78.80 34.0 never smoked 0
## 12659 Urban 60.18 41.9 formerly smoked 0
## 12660 Rural 124.77 27.8 never smoked 0
## 12662 Rural 169.26 35.1 never smoked 0
## 12663 Urban 111.68 28.3 never smoked 0
## 12664 Rural 96.60 26.2 never smoked 0
## 12665 Rural 83.31 31.4 never smoked 0
## 12667 Urban 70.47 25.4 never smoked 0
## 12668 Rural 85.92 34.9 formerly smoked 0
## 12670 Rural 127.66 26.3 smokes 0
## 12671 Rural 112.48 29.0 smokes 0
## 12672 Urban 196.57 27.7 never smoked 0
## 12673 Urban 163.77 23.2 formerly smoked 0
## 12674 Rural 90.24 20.8 never smoked 0
## 12675 Rural 119.01 17.3 formerly smoked 0
## 12676 Urban 106.86 40.8 formerly smoked 0
## 12677 Urban 91.51 25.1 never smoked 0
## 12679 Urban 155.64 32.1 formerly smoked 0
## 12680 Urban 75.89 28.9 formerly smoked 0
## 12682 Rural 103.43 27.3 formerly smoked 1
## 12683 Urban 68.64 28.2 never smoked 0
## 12684 Urban 139.74 20.1 formerly smoked 0
## 12685 Urban 90.53 30.7 never smoked 0
## 12686 Urban 64.83 36.3 never smoked 0
## 12689 Urban 78.85 38.9 never smoked 0
## 12691 Rural 154.71 28.0 formerly smoked 0
## 12692 Urban 105.48 22.8 never smoked 0
## 12693 Rural 69.13 22.4 formerly smoked 0
## 12694 Rural 89.89 19.7 never smoked 0
## 12696 Urban 85.41 21.3 never smoked 0
## 12699 Urban 84.95 21.1 never smoked 0
## 12700 Urban 174.75 22.5 formerly smoked 0
## 12701 Rural 55.64 27.3 formerly smoked 0
## 12702 Urban 64.80 36.5 never smoked 0
## 12703 Urban 62.64 26.4 formerly smoked 0
## 12704 Rural 156.84 30.7 formerly smoked 0
## 12705 Urban 98.13 46.2 smokes 0
## 12707 Rural 208.63 21.2 smokes 0
## 12708 Urban 99.94 27.8 never smoked 0
## 12709 Urban 174.93 29.8 never smoked 0
## 12710 Urban 58.59 28.6 formerly smoked 0
## 12713 Rural 61.10 29.8 never smoked 0
## 12714 Urban 104.09 25.3 smokes 0
## 12716 Urban 78.81 30.3 never smoked 0
## 12718 Urban 78.66 27.9 never smoked 0
## 12719 Rural 234.13 35.0 smokes 0
## 12721 Urban 86.73 26.1 formerly smoked 0
## 12722 Urban 61.63 32.0 formerly smoked 0
## 12723 Urban 93.24 47.9 never smoked 0
## 12724 Urban 98.49 27.7 formerly smoked 0
## 12727 Rural 87.42 28.8 never smoked 0
## 12730 Rural 122.69 34.6 never smoked 0
## 12732 Rural 69.65 23.3 never smoked 0
## 12733 Urban 110.77 22.4 never smoked 0
## 12734 Rural 216.55 28.8 formerly smoked 0
## 12735 Rural 105.24 22.8 never smoked 0
## 12736 Rural 65.87 23.2 never smoked 0
## 12737 Urban 77.25 36.1 formerly smoked 0
## 12738 Urban 87.31 29.6 never smoked 0
## 12739 Rural 94.69 22.6 never smoked 0
## 12740 Urban 82.57 27.3 never smoked 0
## 12741 Urban 228.86 30.7 smokes 0
## 12742 Urban 100.05 27.9 smokes 0
## 12744 Urban 91.40 32.9 never smoked 0
## 12745 Rural 96.46 25.0 never smoked 0
## 12746 Rural 103.67 30.0 formerly smoked 0
## 12747 Urban 93.95 28.7 never smoked 0
## 12749 Rural 78.43 29.9 never smoked 0
## 12750 Rural 117.73 26.0 smokes 0
## 12752 Urban 120.14 28.0 smokes 0
## 12755 Rural 64.51 38.4 never smoked 0
## 12758 Rural 88.71 25.5 never smoked 0
## 12759 Rural 107.74 22.7 never smoked 0
## 12760 Rural 99.35 40.6 never smoked 0
## 12761 Urban 221.78 31.9 never smoked 0
## 12762 Rural 103.88 23.7 never smoked 0
## 12763 Rural 60.42 29.2 formerly smoked 0
## 12764 Urban 55.69 22.0 never smoked 0
## 12766 Urban 61.00 28.8 smokes 0
## 12767 Rural 202.68 42.1 never smoked 0
## 12768 Rural 93.68 21.5 never smoked 0
## 12769 Urban 82.48 42.9 smokes 0
## 12770 Urban 89.18 22.9 never smoked 0
## 12772 Urban 118.65 34.7 never smoked 0
## 12773 Urban 85.53 20.8 never smoked 0
## 12774 Urban 221.80 23.0 never smoked 0
## 12775 Urban 56.20 30.6 smokes 0
## 12777 Urban 102.66 30.8 formerly smoked 0
## 12778 Urban 191.36 35.8 formerly smoked 0
## 12779 Urban 108.98 27.7 smokes 0
## 12781 Urban 80.41 34.2 formerly smoked 0
## 12782 Urban 109.77 30.6 never smoked 0
## 12783 Urban 97.75 35.1 never smoked 0
## 12784 Rural 60.90 26.1 never smoked 0
## 12785 Urban 111.64 26.2 never smoked 0
## 12787 Urban 62.19 32.5 never smoked 0
## 12788 Urban 208.65 30.7 never smoked 1
## 12790 Rural 85.65 26.7 never smoked 0
## 12792 Urban 100.23 32.0 formerly smoked 0
## 12793 Urban 97.97 21.9 smokes 0
## 12794 Urban 92.17 23.0 never smoked 0
## 12795 Urban 113.98 30.6 smokes 0
## 12797 Urban 65.11 64.0 smokes 0
## 12799 Urban 161.92 25.0 formerly smoked 0
## 12800 Rural 237.07 43.5 never smoked 0
## 12802 Urban 63.89 36.8 never smoked 0
## 12804 Rural 80.31 17.8 smokes 0
## 12805 Urban 81.33 48.3 smokes 0
## 12807 Rural 183.01 27.7 never smoked 0
## 12809 Rural 87.15 28.5 never smoked 0
## 12812 Rural 244.90 49.2 smokes 0
## 12813 Urban 58.13 35.0 never smoked 0
## 12814 Urban 189.47 43.8 smokes 0
## 12815 Rural 127.96 26.1 never smoked 0
## 12816 Rural 66.79 27.8 never smoked 0
## 12817 Rural 209.21 43.1 never smoked 0
## 12818 Urban 152.09 19.8 never smoked 0
## 12820 Rural 91.14 32.4 formerly smoked 0
## 12821 Rural 58.55 32.9 never smoked 0
## 12822 Urban 120.17 28.1 formerly smoked 0
## 12823 Rural 85.73 26.3 smokes 0
## 12824 Urban 84.15 19.6 smokes 0
## 12825 Urban 74.85 27.7 formerly smoked 0
## 12826 Rural 169.90 27.7 never smoked 0
## 12827 Rural 85.20 23.4 never smoked 0
## 12828 Urban 74.11 20.5 never smoked 1
## 12829 Rural 81.69 40.0 never smoked 0
## 12830 Rural 86.98 29.5 formerly smoked 0
## 12831 Urban 67.43 22.4 smokes 0
## 12833 Urban 77.62 25.4 formerly smoked 0
## 12834 Rural 61.80 23.1 formerly smoked 0
## 12835 Rural 145.73 24.0 smokes 0
## 12836 Urban 95.84 21.5 never smoked 1
## 12837 Urban 78.32 31.5 formerly smoked 0
## 12839 Urban 71.75 34.9 never smoked 0
## 12841 Urban 205.33 31.0 smokes 1
## 12842 Rural 162.89 34.6 formerly smoked 0
## 12844 Urban 91.25 31.2 formerly smoked 0
## 12845 Rural 75.48 27.7 formerly smoked 0
## 12846 Rural 107.85 31.0 never smoked 0
## 12848 Rural 73.87 29.9 formerly smoked 0
## 12849 Urban 99.18 26.9 formerly smoked 0
## 12850 Urban 78.60 35.6 never smoked 0
## 12851 Rural 103.61 30.0 smokes 0
## 12854 Rural 102.25 21.0 never smoked 0
## 12855 Rural 114.70 34.4 never smoked 0
## 12856 Urban 158.41 26.7 formerly smoked 0
## 12857 Rural 101.53 32.2 smokes 0
## 12859 Rural 143.98 28.6 never smoked 0
## 12860 Urban 260.54 27.7 smokes 0
## 12862 Urban 95.90 33.6 never smoked 0
## 12863 Urban 74.20 29.4 formerly smoked 0
## 12864 Rural 244.95 36.1 formerly smoked 0
## 12865 Rural 92.40 31.0 smokes 0
## 12866 Urban 225.45 33.0 formerly smoked 0
## 12867 Urban 252.67 38.5 smokes 0
## 12868 Rural 86.56 27.7 formerly smoked 0
## 12870 Urban 141.49 33.5 formerly smoked 0
## 12871 Urban 76.54 38.6 never smoked 0
## 12872 Rural 108.17 20.2 smokes 0
## 12873 Urban 89.97 31.0 smokes 0
## 12875 Rural 116.36 44.6 formerly smoked 0
## 12876 Rural 86.08 30.8 never smoked 0
## 12877 Urban 116.10 27.1 never smoked 1
## 12878 Rural 71.69 40.3 smokes 0
## 12879 Urban 87.86 24.0 never smoked 0
## 12880 Rural 155.14 31.6 never smoked 0
## 12882 Urban 71.68 33.0 formerly smoked 0
## 12884 Urban 59.37 21.1 formerly smoked 0
## 12885 Urban 175.37 37.6 smokes 0
## 12887 Urban 86.27 34.1 never smoked 0
## 12888 Urban 210.40 40.0 smokes 1
## 12889 Rural 146.84 39.6 never smoked 0
## 12890 Urban 64.54 28.6 never smoked 0
## 12891 Rural 157.43 27.9 never smoked 0
## 12892 Urban 88.09 32.6 never smoked 0
## 12894 Urban 72.32 30.7 never smoked 0
## 12895 Urban 93.99 31.1 never smoked 0
## 12896 Urban 80.52 31.2 smokes 0
## 12897 Urban 257.06 31.8 smokes 0
## 12898 Rural 94.10 23.7 formerly smoked 0
## 12899 Rural 136.58 25.9 smokes 0
## 12900 Rural 234.06 43.7 formerly smoked 0
## 12902 Urban 83.91 38.0 smokes 0
## 12904 Urban 84.48 29.9 never smoked 0
## 12905 Urban 113.98 24.7 never smoked 0
## 12906 Urban 100.28 31.3 never smoked 0
## 12907 Urban 59.45 18.1 never smoked 0
## 12909 Rural 76.99 43.7 formerly smoked 0
## 12910 Rural 105.91 30.7 never smoked 0
## 12912 Rural 73.35 33.1 never smoked 0
## 12913 Urban 192.61 32.5 formerly smoked 0
## 12914 Rural 88.34 29.7 formerly smoked 0
## 12915 Rural 90.52 32.2 never smoked 0
## 12916 Rural 59.72 24.2 never smoked 0
## 12917 Urban 88.56 33.2 never smoked 0
## 12919 Urban 107.90 22.7 smokes 0
## 12920 Rural 63.26 26.8 never smoked 0
## 12921 Rural 79.12 21.7 formerly smoked 0
## 12922 Urban 94.19 34.0 never smoked 0
## 12923 Rural 82.87 21.1 never smoked 0
## 12924 Rural 134.29 41.6 formerly smoked 0
## 12925 Rural 67.77 31.5 smokes 0
## 12926 Urban 226.33 32.7 formerly smoked 0
## 12927 Rural 68.50 35.3 formerly smoked 0
## 12929 Urban 76.34 20.1 smokes 0
## 12930 Urban 80.90 21.8 smokes 0
## 12933 Urban 134.58 19.5 never smoked 0
## 12935 Urban 110.45 27.7 formerly smoked 0
## 12936 Rural 92.95 37.0 never smoked 0
## 12937 Rural 92.78 23.3 formerly smoked 0
## 12939 Urban 65.53 36.9 formerly smoked 0
## 12941 Rural 195.72 42.1 formerly smoked 0
## 12942 Rural 61.55 27.9 never smoked 0
## 12943 Rural 125.17 31.8 formerly smoked 0
## 12944 Rural 68.70 23.4 never smoked 0
## 12945 Rural 166.74 20.3 formerly smoked 0
## 12946 Urban 69.39 28.3 never smoked 0
## 12949 Rural 73.33 27.5 never smoked 0
## 12950 Urban 74.64 26.2 never smoked 0
## 12951 Urban 55.36 24.5 formerly smoked 0
## 12952 Rural 89.90 27.2 never smoked 0
## 12953 Rural 105.50 21.2 formerly smoked 0
## 12954 Rural 89.71 31.4 never smoked 0
## 12955 Rural 71.98 34.5 formerly smoked 0
## 12956 Rural 84.48 39.1 smokes 0
## 12957 Urban 91.88 27.7 never smoked 0
## 12959 Urban 93.59 47.3 smokes 0
## 12960 Rural 81.94 26.1 never smoked 0
## 12961 Urban 96.82 36.5 never smoked 0
## 12964 Rural 115.88 26.3 smokes 0
## 12965 Rural 87.97 26.5 never smoked 0
## 12966 Rural 101.34 33.4 never smoked 0
## 12967 Rural 73.49 28.3 smokes 0
## 12968 Urban 85.32 31.2 formerly smoked 0
## 12969 Rural 87.50 36.0 never smoked 0
## 12971 Rural 80.42 42.1 never smoked 0
## 12972 Urban 107.78 24.1 formerly smoked 0
## 12973 Urban 206.88 32.1 never smoked 0
## 12977 Rural 94.02 27.5 never smoked 0
## 12979 Rural 98.58 35.6 never smoked 0
## 12980 Rural 188.63 25.1 never smoked 0
## 12981 Rural 85.43 53.0 smokes 0
## 12983 Rural 85.48 29.6 formerly smoked 0
## 12984 Rural 75.03 31.5 formerly smoked 0
## 12985 Urban 103.84 22.2 smokes 0
## 12986 Urban 79.45 30.6 never smoked 0
## 12987 Urban 92.12 32.7 never smoked 0
## 12989 Rural 220.72 40.4 smokes 0
## 12991 Urban 259.33 45.5 smokes 0
## 12993 Urban 114.50 26.9 never smoked 0
## 12994 Rural 69.92 26.2 never smoked 0
## 12996 Urban 101.01 28.1 never smoked 0
## 12997 Rural 213.64 37.2 never smoked 0
## 12998 Rural 114.68 22.9 never smoked 0
## 13001 Urban 77.10 23.6 formerly smoked 0
## 13003 Urban 58.60 29.1 never smoked 0
## 13005 Rural 77.35 17.4 never smoked 0
## [ reached 'max' / getOption("max.print") -- omitted 21018 rows ]ggplot(no_na_for_smoking_status, aes(smoking_status, age, color = stroke)) +
geom_boxplot() +
ggtitle("Distribution for age vs smoking_status on stroke")
select_smoke <- select(no_na_for_smoking_status, c('smoking_status','stroke'))
smoke_effect <- select_smoke %>% group_by(smoking_status, stroke) %>% count(stroke)
ggplot(smoke_effect, aes(smoking_status, n, fill = stroke)) +
geom_bar(stat = 'identity', position='fill') +
ggtitle("Distribution for smoking_status on stroke")
After the analysis of smoking status against stroke where 0
is No and 1 is Yes, we notice
that smoking status does not really have an effect on stroke. According
to the graph, we see that people who formerly smoked have more tendency
to get strokes than people who never smoked and are still smoking. The
boxplot distribution then shows that age is indeed has a great effect on
stroke, we see that people approximately above 45 and formerly smoked
have strokes under a normal distribution and younger people across all
distribution do not have strokes.
#install.packages("DataExplorer")
library(DataExplorer)
#checking the unknown value in smoking_status
plot_bar(brainData$smoking_status)
#age continuous to discrete
#0-14
#15-44
#45-64
# >64
brainData$ageGroup=cut(brainData$age, c(0, 14, 44, 64, Inf), c("0-14", "15-44", "45-64", ">64"), include.lowest=TRUE)
#brainData$ageGroup
#plot_bar(brainData$ageGroup,by =brainData$smoking_status)
#install.packages("ggstatsplot")
library(ggstatsplot)## You can cite this package as:
## Patil, I. (2021). Visualizations with statistical details: The 'ggstatsplot' approach.
## Journal of Open Source Software, 6(61), 3167, doi:10.21105/joss.03167ggbarstats(data=brainData,x=ageGroup,y=smoking_status,label="both")
#maximum are in category of 0-14 so will fill the entries with never smokes brainData$glucoseGroup=cut(brainData$avg_glucose_level, c(0, 114, 140, Inf), c("Normal", "Prediabetes", "Diabetes"), include.lowest=TRUE)
#0-114 : Normal glucose level
#114-140 : Prediabetes
#140- infinity : Diabetes
ggbarstats(data=brainData,x=glucoseGroup,y=ageGroup,label="both")
ggbarstats(data=brainData,x=glucoseGroup,y=smoking_status,label="both")
#glucoseGroup to stroke relations
ggbarstats(data=brainData,y=glucoseGroup,x=stroke,label="both")
#people with diabetes have a high chance of getting stroke brainData$bmiGroup=cut(brainData$bmi, c(0, 18.5, 24.9, 29.9,Inf), c("Underweight", "Healthy", "Overweight","Obese"), include.lowest=TRUE)
#If your BMI is less than 18.5, it falls within the underweight range.
#If your BMI is 18.5 to 24.9, it falls within the normal or Healthy Weight range.
#If your BMI is 25.0 to 29.9, it falls within the overweight range.
#If your BMI is 30.0 or higher, it falls within the obese range.
str(brainData)## 'data.frame': 43400 obs. of 14 variables:
## $ gender : Factor w/ 3 levels "Female","Male",..: 2 2 1 1 2 1 1 1 1 1 ...
## $ age : num 3 58 8 70 14 47 52 75 32 74 ...
## $ hypertension : Factor w/ 2 levels "0","1": 1 2 1 1 1 1 1 1 1 2 ...
## $ heart_disease : Factor w/ 2 levels "0","1": 1 1 1 1 1 1 1 2 1 1 ...
## $ ever_married : Factor w/ 2 levels "No","Yes": 1 2 1 2 1 2 2 2 2 2 ...
## $ work_type : Factor w/ 5 levels "children","Govt_job",..: 1 4 4 4 3 4 4 5 4 5 ...
## $ Residence_type : Factor w/ 2 levels "Rural","Urban": 1 2 2 1 1 2 2 1 1 2 ...
## $ avg_glucose_level: num 95.1 88 110.9 69 161.3 ...
## $ bmi : num 18 39.2 17.6 35.9 19.1 50.1 17.7 27 32.3 54.6 ...
## $ smoking_status : Factor w/ 4 levels "","formerly smoked",..: NA 3 NA 2 NA NA 2 3 4 3 ...
## $ stroke : Factor w/ 2 levels "0","1": 1 1 1 1 1 1 1 1 1 1 ...
## $ ageGroup : Factor w/ 4 levels "0-14","15-44",..: 1 3 1 4 1 3 3 4 2 4 ...
## $ glucoseGroup : Factor w/ 3 levels "Normal","Prediabetes",..: 1 1 1 1 3 3 1 3 1 3 ...
## $ bmiGroup : Factor w/ 4 levels "Underweight",..: 1 4 1 4 2 4 1 3 4 4 ...ggbarstats(data=brainData,y=bmiGroup,x=stroke,label="both")
Summary Analysis of Average Glucose level
Histogram and Box Plot Distribution of Average Glucose Level
#histogram for Average Glucose Level
library(ggplot2)
ggplot(data=brainData, aes(avg_glucose_level)) +
geom_histogram(col="black",
fill="blue") +
labs(x="Avg Glucose Level", y="frequency") +
labs(title="Distribution for Average Glucose Level")## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#Boxplot for average glucose level
ggplot(data = brainData, mapping = aes( y = avg_glucose_level)) +
geom_boxplot()
#install.packages("flextable")
library(flextable)##
## Attaching package: 'flextable'## The following object is masked from 'package:purrr':
##
## composelibrary(SmartEDA) ## Registered S3 method overwritten by 'GGally':
## method from
## +.gg ggplot2ExpNumStat(brainData, by="GA", gp="stroke", Outlier=TRUE, Qnt = c(.25, .75), round = 2) %>% flextable()Vname | Group | TN | nNeg | nZero | nPos | NegInf | PosInf | NA_Value | Per_of_Missing | sum | min | max | mean | median | SD | CV | IQR | Skewness | Kurtosis | 25% | 75% | LB.25% | UB.75% | nOutliers |
age | stroke:All | 43,400 | 0 | 0 | 43,400 | 0 | 0 | 0 | 0 | 1,832,256.60 | 0.08 | 82.00 | 42.22 | 44.00 | 22.52 | 0.53 | 36.00 | -0.10 | -1.00 | 24.00 | 60.00 | -30.00 | 114.00 | 0 |
age | stroke:0 | 42,617 | 0 | 0 | 42,617 | 0 | 0 | 0 | 0 | 1,778,900.28 | 0.08 | 82.00 | 41.74 | 43.00 | 22.39 | 0.54 | 35.00 | -0.09 | -0.99 | 24.00 | 59.00 | -28.50 | 111.50 | 0 |
age | stroke:1 | 783 | 0 | 0 | 783 | 0 | 0 | 0 | 0 | 53,356.32 | 1.32 | 82.00 | 68.14 | 71.00 | 12.32 | 0.18 | 19.00 | -1.12 | 1.34 | 60.00 | 79.00 | 31.50 | 107.50 | 4 |
avg_glucose_level | stroke:All | 43,400 | 0 | 0 | 43,400 | 0 | 0 | 0 | 0 | 4,534,551.35 | 55.00 | 291.05 | 104.48 | 91.58 | 43.11 | 0.41 | 34.53 | 1.68 | 2.18 | 77.54 | 112.07 | 25.75 | 163.86 | 4,978 |
avg_glucose_level | stroke:0 | 42,617 | 0 | 0 | 42,617 | 0 | 0 | 0 | 0 | 4,433,088.12 | 55.00 | 291.05 | 104.02 | 91.47 | 42.61 | 0.41 | 34.17 | 1.70 | 2.32 | 77.50 | 111.67 | 26.24 | 162.93 | 4,764 |
avg_glucose_level | stroke:1 | 783 | 0 | 0 | 783 | 0 | 0 | 0 | 0 | 101,463.23 | 55.01 | 271.74 | 129.58 | 104.47 | 59.73 | 0.46 | 111.37 | 0.63 | -1.13 | 80.99 | 192.36 | -86.06 | 359.42 | 0 |
bmi | stroke:All | 43,400 | 0 | 0 | 43,400 | 0 | 0 | 0 | 0 | 1,240,135.50 | 10.10 | 97.60 | 28.57 | 27.70 | 7.64 | 0.27 | 9.20 | 0.93 | 2.17 | 23.40 | 32.60 | 9.60 | 46.40 | 1,084 |
bmi | stroke:0 | 42,617 | 0 | 0 | 42,617 | 0 | 0 | 0 | 0 | 1,217,052.30 | 10.10 | 97.60 | 28.56 | 27.70 | 7.67 | 0.27 | 9.30 | 0.93 | 2.16 | 23.40 | 32.70 | 9.45 | 46.65 | 1,027 |
bmi | stroke:1 | 783 | 0 | 0 | 783 | 0 | 0 | 0 | 0 | 23,083.20 | 14.30 | 56.60 | 29.48 | 27.70 | 5.81 | 0.20 | 5.50 | 1.09 | 2.11 | 26.40 | 31.90 | 18.15 | 40.15 | 55 |
#outliers
#library(performance)
#plot(check_outliers(brainData$avg_glucose_level, method = "zscore"))#removing outliers for Glucose from the data
#brainData_removedOutlierGlucose =
quartiles <- quantile(brainData$avg_glucose_level, probs=c(.25, .75), na.rm = FALSE)
IQR <- IQR(brainData$avg_glucose_level)
Lower <- quartiles[1] - 1.5*IQR
Upper <- quartiles[2] + 1.5*IQR
#since all the missing values are for stroke =0 entries, we will directly drop it
data_no_outlier = brainData
#data_no_outlier$avg_glucose_level <- replace(data_no_outlier$avg_glucose_level,data_no_outlier$avg_glucose_level > Upper, NA)
data_no_outlier <- subset(brainData, brainData$avg_glucose_level > Lower & brainData$avg_glucose_level < Upper)
dim(brainData)## [1] 43400 14dim(data_no_outlier)## [1] 38422 14#Histogram for average glucose level after removing outlier
ggplot(data=data_no_outlier, aes(avg_glucose_level)) +
geom_histogram(col="black",
fill="blue") +
labs(x="Avg Glucose Level", y="frequency") +
labs(title="Distribution for Average Glucose Level")## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#Boxplot for average glucose level after removing outlier
ggplot(data =data_no_outlier, mapping = aes( y = avg_glucose_level)) +
geom_boxplot()
ExpNumStat(data_no_outlier, by="GA", gp="stroke", Outlier=TRUE, Qnt = c(.25, .75), round = 2) %>% flextable()Vname | Group | TN | nNeg | nZero | nPos | NegInf | PosInf | NA_Value | Per_of_Missing | sum | min | max | mean | median | SD | CV | IQR | Skewness | Kurtosis | 25% | 75% | LB.25% | UB.75% | nOutliers |
age | stroke:All | 38,422 | 0 | 0 | 38,422 | 0 | 0 | 0 | 0 | 1,540,497.68 | 0.08 | 82.00 | 40.09 | 41.00 | 22.31 | 0.56 | 35.00 | 0.01 | -0.98 | 22.00 | 57.00 | -30.50 | 109.50 | 0 |
age | stroke:0 | 37,892 | 0 | 0 | 37,892 | 0 | 0 | 0 | 0 | 1,504,518.36 | 0.08 | 82.00 | 39.71 | 40.00 | 22.16 | 0.56 | 35.00 | 0.02 | -0.97 | 22.00 | 57.00 | -30.50 | 109.50 | 0 |
age | stroke:1 | 530 | 0 | 0 | 530 | 0 | 0 | 0 | 0 | 35,979.32 | 1.32 | 82.00 | 67.89 | 72.00 | 13.16 | 0.19 | 20.00 | -1.16 | 1.30 | 59.00 | 79.00 | 29.00 | 109.00 | 3 |
avg_glucose_level | stroke:All | 38,422 | 0 | 0 | 38,422 | 0 | 0 | 0 | 0 | 3,498,022.39 | 55.00 | 163.84 | 91.04 | 88.15 | 21.45 | 0.24 | 27.31 | 0.78 | 0.52 | 75.77 | 103.08 | 34.80 | 144.05 | 951 |
avg_glucose_level | stroke:0 | 37,892 | 0 | 0 | 37,892 | 0 | 0 | 0 | 0 | 3,449,628.90 | 55.00 | 163.84 | 91.04 | 88.16 | 21.43 | 0.24 | 27.27 | 0.78 | 0.53 | 75.78 | 103.05 | 34.88 | 143.95 | 944 |
avg_glucose_level | stroke:1 | 530 | 0 | 0 | 530 | 0 | 0 | 0 | 0 | 48,393.49 | 55.01 | 163.81 | 91.31 | 87.02 | 22.43 | 0.25 | 29.79 | 0.79 | 0.28 | 74.91 | 104.71 | 30.22 | 149.40 | 9 |
bmi | stroke:All | 38,422 | 0 | 0 | 38,422 | 0 | 0 | 0 | 0 | 1,076,633.50 | 10.10 | 97.60 | 28.02 | 27.50 | 7.43 | 0.27 | 9.00 | 0.93 | 2.35 | 23.00 | 32.00 | 9.50 | 45.50 | 909 |
bmi | stroke:0 | 37,892 | 0 | 0 | 37,892 | 0 | 0 | 0 | 0 | 1,061,431.50 | 10.10 | 97.60 | 28.01 | 27.40 | 7.46 | 0.27 | 9.10 | 0.93 | 2.33 | 22.90 | 32.00 | 9.25 | 45.65 | 890 |
bmi | stroke:1 | 530 | 0 | 0 | 530 | 0 | 0 | 0 | 0 | 15,202.00 | 14.30 | 55.40 | 28.68 | 27.70 | 5.42 | 0.19 | 5.30 | 1.03 | 2.53 | 25.80 | 31.10 | 17.85 | 39.05 | 32 |
Checking Normality using qq plot
library(ggplot2)
#qq plot for checking normality
plot_qq(brainData, by = "stroke") 
plot_qq(data_no_outlier, by = "stroke")
#Shapiro-Wilk Normality test.
#install.packages("ggpubr")
library(ggpubr)##
## Attaching package: 'ggpubr'## The following objects are masked from 'package:flextable':
##
## border, font, rotate#ggqqplot(brainData, "avg_glucose_level", facet.by = "stroke")
ggqqplot(brainData, "avg_glucose_level")
ggqqplot(data_no_outlier, "avg_glucose_level")
As seen from above plots, average glucose level curve is more close to a normal distribution after removing outliers.
# Fit the model
model <- glm( stroke ~ avg_glucose_level , data = brainData, family = binomial)
# Summarize the model
summary(model)##
## Call:
## glm(formula = stroke ~ avg_glucose_level, family = binomial,
## data = brainData)
##
## Deviance Residuals:
## Min 1Q Median 3Q Max
## -0.4482 -0.1866 -0.1690 -0.1575 3.0364
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) -5.1482016 0.0888712 -57.93 <2e-16 ***
## avg_glucose_level 0.0099667 0.0006309 15.80 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 7839.4 on 43399 degrees of freedom
## Residual deviance: 7625.2 on 43398 degrees of freedom
## AIC: 7629.2
##
## Number of Fisher Scoring iterations: 7#(model.null - model.proposed)/model.null
# Fit the model
model1 <- glm( stroke ~ glucoseGroup , data = brainData, family = binomial)
# Summarize the model
summary(model1)##
## Call:
## glm(formula = stroke ~ glucoseGroup, family = binomial, data = brainData)
##
## Deviance Residuals:
## Min 1Q Median 3Q Max
## -0.2992 -0.1654 -0.1654 -0.1654 2.9322
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) -4.28507 0.04741 -90.381 <2e-16 ***
## glucoseGroupPrediabetes 0.09157 0.13947 0.657 0.511
## glucoseGroupDiabetes 1.20138 0.07797 15.409 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 7839.4 on 43399 degrees of freedom
## Residual deviance: 7629.0 on 43397 degrees of freedom
## AIC: 7635
##
## Number of Fisher Scoring iterations: 7#(model1.null - model1.proposed)/model1.nullEquation would be : p = exp(-5.15 +
0.010*avg_glucose_level)/ [1 + exp(-5.15 +
0.010*avg_glucose_level)] With the low value of p we can
reject our null hypothesis and thus, avg_glucose_level is closely
related to stroke
# Fit the model
model2 <- glm( stroke ~ glucoseGroup , data = brainData, family = binomial)
# Summarize the model
summary(model2)##
## Call:
## glm(formula = stroke ~ glucoseGroup, family = binomial, data = brainData)
##
## Deviance Residuals:
## Min 1Q Median 3Q Max
## -0.2992 -0.1654 -0.1654 -0.1654 2.9322
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) -4.28507 0.04741 -90.381 <2e-16 ***
## glucoseGroupPrediabetes 0.09157 0.13947 0.657 0.511
## glucoseGroupDiabetes 1.20138 0.07797 15.409 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 7839.4 on 43399 degrees of freedom
## Residual deviance: 7629.0 on 43397 degrees of freedom
## AIC: 7635
##
## Number of Fisher Scoring iterations: 7model2.null <- model2$null.deviance/-2
model2.proposed <- model2$deviance/-2
(model2.null - model2.proposed)/model2.null## [1] 0.02683411log(odds) of stroke that a normal person has stroke are : -4.28507 + 0.09157x0 + 1.20138x0 log(odds) of stroke that a prediabetes person has stroke are : -4.28507 + 0.09157x1 + 1.20138x0 log(odds) of stroke that a diabetes person has stroke are : -4.28507 + 0.09157x0 + 1.20138x1
Checking for all variables
# Fit the model
model2 <- glm( stroke ~. , data = brainData, family = binomial)## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred# Summarize the model
summary(model2)##
## Call:
## glm(formula = stroke ~ ., family = binomial, data = brainData)
##
## Deviance Residuals:
## Min 1Q Median 3Q Max
## -0.8218 -0.2250 -0.1335 -0.0588 3.6737
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) -2.826e+01 5.074e+02 -0.056 0.955576
## genderMale -5.850e-03 8.538e-02 -0.069 0.945376
## genderOther -1.389e+01 3.317e+03 -0.004 0.996658
## age 5.864e-02 7.726e-03 7.589 3.21e-14 ***
## hypertension1 3.272e-01 9.433e-02 3.469 0.000523 ***
## heart_disease1 5.839e-01 1.050e-01 5.562 2.67e-08 ***
## ever_marriedYes -1.809e-01 1.402e-01 -1.290 0.197129
## work_typeGovt_job 9.975e+00 3.640e+02 0.027 0.978136
## work_typeNever_worked -2.739e+00 1.034e+03 -0.003 0.997887
## work_typePrivate 1.013e+01 3.640e+02 0.028 0.977791
## work_typeSelf-employed 1.007e+01 3.640e+02 0.028 0.977932
## Residence_typeUrban 2.046e-02 8.194e-02 0.250 0.802786
## avg_glucose_level 1.723e-03 2.048e-03 0.841 0.400350
## bmi -1.131e-02 1.237e-02 -0.914 0.360722
## smoking_statusnever smoked -5.165e-02 9.461e-02 -0.546 0.585136
## smoking_statussmokes 1.743e-01 1.159e-01 1.503 0.132734
## ageGroup15-44 1.027e+01 3.537e+02 0.029 0.976833
## ageGroup45-64 1.105e+01 3.537e+02 0.031 0.975075
## ageGroup>64 1.115e+01 3.537e+02 0.032 0.974857
## glucoseGroupPrediabetes 3.139e-02 1.799e-01 0.174 0.861473
## glucoseGroupDiabetes 2.853e-01 2.600e-01 1.097 0.272549
## bmiGroupHealthy -1.968e-01 3.898e-01 -0.505 0.613673
## bmiGroupOverweight 1.151e-01 3.978e-01 0.289 0.772246
## bmiGroupObese -1.338e-01 4.395e-01 -0.305 0.760735
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 6180.4 on 30107 degrees of freedom
## Residual deviance: 5191.9 on 30084 degrees of freedom
## (13292 observations deleted due to missingness)
## AIC: 5239.9
##
## Number of Fisher Scoring iterations: 18model2.null <- model2$null.deviance/-2
model2.proposed <- model2$deviance/-2
(model2.null - model2.proposed)/model2.null## [1] 0.1599375#concise box plot for numeric variables
plot_boxplot(brainData, by = "stroke")
plot_boxplot(data_no_outlier, by = "stroke")
Converting Glucose into Categorical variable and testing the results
library(SmartEDA)
# percent of people with and without stroke for glucose level in three categories
ExpCatViz(
brainData %>%
select(stroke, glucoseGroup),
target="stroke",col=c("Blue", "red"))## [[1]]
#density plot of 3 numeric groupp age,avg_glucose_level, bmi
#plot_density(brainData)
#install.packages("flextable")
#checking correlation
ggcorrmat(
data = brainData,
type = "np",
output = "dataframe"
) %>%
mutate_if(is.numeric, ~round(., 3)) %>%
flextable()parameter1 | parameter2 | estimate | conf.level | conf.low | conf.high | statistic | p.value | method | n.obs |
age | avg_glucose_level | 0.153 | 0.95 | 0.143 | 0.162 | 11,542,622,264,591 | 0 | Spearman correlation | 43,400 |
age | bmi | 0.382 | 0.95 | 0.374 | 0.390 | 8,418,549,629,429 | 0 | Spearman correlation | 43,400 |
avg_glucose_level | bmi | 0.115 | 0.95 | 0.105 | 0.124 | 12,062,049,307,858 | 0 | Spearman correlation | 43,400 |
Checking Plots for Correlation
#install.packages("dlookr")
#library(dlookr)
#checking various plots for correlation
#plot_correlate(brainData, method = "kendall")
#ggscatterstats(
# data = brainData,
# x = age,
# y = avg_glucose_level,
# type = "np" # try the "robust" correlation too! It might be even better here
#, marginal.type = "boxplot"
#)
#install.packages("PerformanceAnalytics")
library(PerformanceAnalytics)## Loading required package: xts## Loading required package: zoo##
## Attaching package: 'zoo'## The following objects are masked from 'package:base':
##
## as.Date, as.Date.numeric##
## Attaching package: 'xts'## The following objects are masked from 'package:dplyr':
##
## first, last##
## Attaching package: 'PerformanceAnalytics'## The following objects are masked from 'package:moments':
##
## kurtosis, skewness## The following object is masked from 'package:graphics':
##
## legend#chart.Correlation(brainData %>% select(-glucoseGroup), method = "kendall") Removing Outlier
#brainData[brainData == ''] <- NA
#no_na_for_smoking_status <- subset(brainData, !is.na(smoking_status))
#no_na_for_smoking_status
#
#without avg_glucose_level outliers : data_no_outlier
quartiles <- quantile(brainData$avg_glucose_level, probs=c(.25, .75), na.rm = FALSE)
IQR <- IQR(brainData$avg_glucose_level)
Lower <- quartiles[1] - 1.5*IQR
Upper <- quartiles[2] + 1.5*IQR
#since all the missing values are for stroke =0 entries, we will directly drop it
data_no_outlier = brainData
data_no_outlier <- subset(brainData, brainData$avg_glucose_level > Lower & brainData$avg_glucose_level < Upper)
dim(brainData)## [1] 43400 14dim(data_no_outlier)## [1] 38422 14#data_no_outlier[data_no_outlier == ''] <- NA
#data_no_outlier<- subset(data_no_outlier, !is.na(smoking_status))
data_no_outlier <- subset(data_no_outlier, data_no_outlier$smoking_status != '' )
dim(data_no_outlier)## [1] 25967 14quartiles_bmi <- quantile(data_no_outlier$bmi, probs=c(.25, .75), na.rm = FALSE)
IQR_bmi <- IQR(data_no_outlier$bmi)
Lower_bmi <- quartiles_bmi[1] - 1.5*IQR_bmi
Upper_bmi <- quartiles_bmi[2] + 1.5*IQR_bmi
#since all the missing values are for stroke =0 entries, we will directly drop it
data_no_outlier <- subset(data_no_outlier, data_no_outlier$bmi > Lower_bmi & data_no_outlier$bmi< Upper_bmi)
#dim(brainData)
dim(data_no_outlier)## [1] 25200 14#
yes_outlier <- subset(data_no_outlier, data_no_outlier$stroke == 1)
no_outlier <- subset(data_no_outlier, data_no_outlier$stroke == 0)
nrow(yes_outlier)## [1] 416nrow(no_outlier)## [1] 24784df_hypertension_stroke <- data_no_outlier %>%
group_by(hypertension, stroke) %>%
count(stroke)
#xkabledply(df_hypertension_stroke)
df_hypertension_stroke## # A tibble: 4 × 3
## # Groups: hypertension, stroke [4]
## hypertension stroke n
## <fct> <fct> <int>
## 1 0 0 22525
## 2 0 1 311
## 3 1 0 2259
## 4 1 1 105df_hypertension_stroke %>%
ggplot(mapping = aes(x = hypertension, y = n, fill = factor(stroke))) +
geom_bar(stat = "identity", position = "fill") +
labs(title = "Percentage of subjects with Hypertension vs. without Hypertension",
x = "Hypertension",
y = "Percentage") +
scale_fill_brewer(palette = "Paired")
str(brainData)## 'data.frame': 43400 obs. of 14 variables:
## $ gender : Factor w/ 3 levels "Female","Male",..: 2 2 1 1 2 1 1 1 1 1 ...
## $ age : num 3 58 8 70 14 47 52 75 32 74 ...
## $ hypertension : Factor w/ 2 levels "0","1": 1 2 1 1 1 1 1 1 1 2 ...
## $ heart_disease : Factor w/ 2 levels "0","1": 1 1 1 1 1 1 1 2 1 1 ...
## $ ever_married : Factor w/ 2 levels "No","Yes": 1 2 1 2 1 2 2 2 2 2 ...
## $ work_type : Factor w/ 5 levels "children","Govt_job",..: 1 4 4 4 3 4 4 5 4 5 ...
## $ Residence_type : Factor w/ 2 levels "Rural","Urban": 1 2 2 1 1 2 2 1 1 2 ...
## $ avg_glucose_level: num 95.1 88 110.9 69 161.3 ...
## $ bmi : num 18 39.2 17.6 35.9 19.1 50.1 17.7 27 32.3 54.6 ...
## $ smoking_status : Factor w/ 4 levels "","formerly smoked",..: NA 3 NA 2 NA NA 2 3 4 3 ...
## $ stroke : Factor w/ 2 levels "0","1": 1 1 1 1 1 1 1 1 1 1 ...
## $ ageGroup : Factor w/ 4 levels "0-14","15-44",..: 1 3 1 4 1 3 3 4 2 4 ...
## $ glucoseGroup : Factor w/ 3 levels "Normal","Prediabetes",..: 1 1 1 1 3 3 1 3 1 3 ...
## $ bmiGroup : Factor w/ 4 levels "Underweight",..: 1 4 1 4 2 4 1 3 4 4 ...df_count_hyptension_with_age = group_by(brainData, age, hypertension) %>% count(hypertension)
#df_count_hyptension_with_age
hypertension_positive = subset(df_count_hyptension_with_age, df_count_hyptension_with_age$hypertension==1)
#hypertension_positive
ggplot(hypertension_positive, mapping = aes(x=age, y=n)) + geom_point(alpha=0.5) + geom_smooth(method="loess",span=0.3)+
labs(title="trend of number of hypertension cases with age", subtitle="Age distibution",x="Age",y="Number of subjects with hypertension")## `geom_smooth()` using formula 'y ~ x'
As we can see from the graph that the number of hypertension cases increases with the age due to multiple biological factors. From the above charts, we see that the number of strokes is correlated to the hypertension status of the subject. But hypertension is in-turn correlated to age.
Data Analysis for Heart Disease
select_heart_disease <- select(brainData, c('heart_disease','stroke'))
heart_effect <- select_heart_disease %>% group_by(heart_disease, stroke) %>% count(stroke)
ggplot(heart_effect, aes(heart_disease, n, fill = stroke)) +
geom_bar(stat = 'identity', position='fill') +
ggtitle("Distribution for heart disease on stroke")
ggplot(brainData, aes(heart_disease, age, color = stroke)) +
geom_boxplot() +
ggtitle("Distribution for age vs heart_disease on stroke")
count_heart_disease_with_age = group_by(brainData, age, heart_disease) %>% count(heart_disease)
heart_disease_positive = subset(count_heart_disease_with_age, count_heart_disease_with_age$heart_disease==1)
ggplot(heart_disease_positive, mapping = aes(x=age, y=n)) +
geom_point() +
geom_smooth(method="loess",span=0.3) +
labs(title="Trend of number of heart disease cases with age", subtitle="Age distribution",x="Age",y="Number of subjects with heart disease")## `geom_smooth()` using formula 'y ~ x'
- From the plots above we see that heart disease does not really have a strong impact on stroke unlike age which has a big factor on stroke. We then see that an increase in age comes with an increase in heart disease. This means that people in the higher age bracket are prone to heart diseases than people in the lower age bracket, this is the relation between heart disease and age.
#install.packages("caret") #for upsample function we need this library
# after installing this library, I faced an error with rlang version. So simply uninstall rlang and reinstall
# remove.packages("rlang")
#install.packages("rlang")
library("caret")## Loading required package: lattice##
## Attaching package: 'caret'## The following object is masked from 'package:purrr':
##
## liftup_sample_data = upSample(x=data_no_outlier[,-11], y=data_no_outlier$stroke)
table(up_sample_data$Class)# by default the name of dependent variable is changed to class.##
## 0 1
## 24784 24784colnames(up_sample_data)[14] <- "stroke"
str(up_sample_data)## 'data.frame': 49568 obs. of 14 variables:
## $ gender : Factor w/ 3 levels "Female","Male",..: 2 1 1 1 2 1 1 1 2 1 ...
## $ age : num 58 70 52 32 79 37 37 40 35 20 ...
## $ hypertension : Factor w/ 2 levels "0","1": 2 1 1 1 1 1 1 1 1 1 ...
## $ heart_disease : Factor w/ 2 levels "0","1": 1 1 1 1 2 1 1 1 1 1 ...
## $ ever_married : Factor w/ 2 levels "No","Yes": 2 2 2 2 2 2 2 2 1 1 ...
## $ work_type : Factor w/ 5 levels "children","Govt_job",..: 4 4 4 4 4 4 4 4 4 4 ...
## $ Residence_type : Factor w/ 2 levels "Rural","Urban": 2 1 2 1 2 1 1 1 1 2 ...
## $ avg_glucose_level: num 88 69 77.6 77.7 57.1 ...
## $ bmi : num 39.2 35.9 17.7 32.3 22 39.4 26.1 42.4 33 19.7 ...
## $ smoking_status : Factor w/ 4 levels "","formerly smoked",..: 3 2 2 4 2 3 2 3 3 4 ...
## $ ageGroup : Factor w/ 4 levels "0-14","15-44",..: 3 4 3 2 4 2 2 2 2 2 ...
## $ glucoseGroup : Factor w/ 3 levels "Normal","Prediabetes",..: 1 1 1 1 1 3 1 1 1 1 ...
## $ bmiGroup : Factor w/ 4 levels "Underweight",..: 4 4 1 4 2 4 3 4 4 2 ...
## $ stroke : Factor w/ 2 levels "0","1": 1 1 1 1 1 1 1 1 1 1 ...chisquare_for_dataset <- function(df) { # defined a function to call chisquare test on different datasets. Created this function as it is getting called twice
contable_gender = table(df$gender, df$stroke)
contable_age = table(df$age, df$stroke)
contable_hypertension = table(df$hypertension, df$stroke)
contable_heart_disease = table(df$heart_disease, df$stroke)
contable_ever_married = table(df$ever_married, df$stroke)
contable_work_type = table(df$work_type, df$stroke)
contable_Residence_type = table(df$Residence_type, df$stroke)
contable_avg_glucose_level = table(df$avg_glucose_level, df$stroke)
contable_bmi = table(df$bmi, df$stroke)
contable_smoking_status = table(df$smoking_status, df$stroke)
contable_bmi_group = table(df$bmiGroup, df$stroke)
chitest_gender = chisq.test(contable_gender)
chitest_age = chisq.test(contable_age)
chitest_hypertension = chisq.test(contable_hypertension)
chitest_heart_disease = chisq.test(contable_heart_disease)
chitest_ever_married = chisq.test(contable_ever_married)
chitest_work_type = chisq.test(contable_work_type)
chitest_Residence_type = chisq.test(contable_Residence_type)
chitest_avg_glucose_level = chisq.test(contable_avg_glucose_level)
chitest_bmi = chisq.test(contable_bmi)
chitest_smoking_status = chisq.test(contable_smoking_status)
chitest_bmi_group = chisq.test(contable_bmi_group)
print(chitest_gender)
print(chitest_age)
print(chitest_hypertension)
print(chitest_heart_disease)
print(chitest_ever_married)
print(chitest_work_type)
print(chitest_Residence_type)
print(chitest_avg_glucose_level)
print(chitest_bmi)
print(chitest_smoking_status)
print(chitest_bmi_group)
}print("For up sampled dataset")## [1] "For up sampled dataset"chisquare_for_dataset(up_sample_data)## Warning in chisq.test(contable_gender): Chi-squared approximation may be
## incorrect## Warning in chisq.test(contable_avg_glucose_level): Chi-squared approximation may
## be incorrect## Warning in chisq.test(contable_bmi): Chi-squared approximation may be incorrect## Warning in chisq.test(contable_smoking_status): Chi-squared approximation may be
## incorrect##
## Pearson's Chi-squared test
##
## data: contable_gender
## X-squared = 143.17, df = 2, p-value < 2.2e-16
##
##
## Pearson's Chi-squared test
##
## data: contable_age
## X-squared = 18452, df = 72, p-value < 2.2e-16
##
##
## Pearson's Chi-squared test with Yates' continuity correction
##
## data: contable_hypertension
## X-squared = 2262.4, df = 1, p-value < 2.2e-16
##
##
## Pearson's Chi-squared test with Yates' continuity correction
##
## data: contable_heart_disease
## X-squared = 2408.3, df = 1, p-value < 2.2e-16
##
##
## Pearson's Chi-squared test with Yates' continuity correction
##
## data: contable_ever_married
## X-squared = 2266.2, df = 1, p-value < 2.2e-16
##
##
## Pearson's Chi-squared test
##
## data: contable_work_type
## X-squared = 2869.7, df = 4, p-value < 2.2e-16
##
##
## Pearson's Chi-squared test with Yates' continuity correction
##
## data: contable_Residence_type
## X-squared = 43.526, df = 1, p-value = 4.183e-11
##
##
## Pearson's Chi-squared test
##
## data: contable_avg_glucose_level
## X-squared = 44077, df = 7938, p-value < 2.2e-16
##
##
## Pearson's Chi-squared test
##
## data: contable_bmi
## X-squared = 10334, df = 314, p-value < 2.2e-16
##
##
## Pearson's Chi-squared test
##
## data: contable_smoking_status
## X-squared = NaN, df = 3, p-value = NA
##
##
## Pearson's Chi-squared test
##
## data: contable_bmi_group
## X-squared = 865.16, df = 3, p-value < 2.2e-16# remotes::install_github("cran/DMwR")
library(DMwR)## Loading required package: grid## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zootable(data_no_outlier$stroke)##
## 0 1
## 24784 416#use SMOTE to create new dataset that is more balanced
balanced_df <- SMOTE(stroke ~ ., data_no_outlier, perc.over = 2000, perc.under = 200)
#minority => 2000/100 =20 so 20*(strok1Observations=416) #upsampling
#200/100 =2, make the majority observation 2 time the minority observations #downsampling
#view distribution of response variable in new dataset
table(balanced_df$stroke)##
## 0 1
## 16640 8736print("For SMOTE upsampled dataset")## [1] "For SMOTE upsampled dataset"chisquare_for_dataset(balanced_df)## Warning in chisq.test(contable_gender): Chi-squared approximation may be
## incorrect## Warning in chisq.test(contable_age): Chi-squared approximation may be incorrect## Warning in chisq.test(contable_avg_glucose_level): Chi-squared approximation may
## be incorrect## Warning in chisq.test(contable_bmi): Chi-squared approximation may be incorrect## Warning in chisq.test(contable_smoking_status): Chi-squared approximation may be
## incorrect##
## Pearson's Chi-squared test
##
## data: contable_gender
## X-squared = 279.32, df = 2, p-value < 2.2e-16
##
##
## Pearson's Chi-squared test
##
## data: contable_age
## X-squared = 23096, df = 8190, p-value < 2.2e-16
##
##
## Pearson's Chi-squared test with Yates' continuity correction
##
## data: contable_hypertension
## X-squared = 3476.4, df = 1, p-value < 2.2e-16
##
##
## Pearson's Chi-squared test with Yates' continuity correction
##
## data: contable_heart_disease
## X-squared = 4237, df = 1, p-value < 2.2e-16
##
##
## Pearson's Chi-squared test with Yates' continuity correction
##
## data: contable_ever_married
## X-squared = 32.758, df = 1, p-value = 1.044e-08
##
##
## Pearson's Chi-squared test
##
## data: contable_work_type
## X-squared = 1588.6, df = 4, p-value < 2.2e-16
##
##
## Pearson's Chi-squared test with Yates' continuity correction
##
## data: contable_Residence_type
## X-squared = 4.2018, df = 1, p-value = 0.04038
##
##
## Pearson's Chi-squared test
##
## data: contable_avg_glucose_level
## X-squared = 24355, df = 14508, p-value < 2.2e-16
##
##
## Pearson's Chi-squared test
##
## data: contable_bmi
## X-squared = 23606, df = 8622, p-value < 2.2e-16
##
##
## Pearson's Chi-squared test
##
## data: contable_smoking_status
## X-squared = NaN, df = 3, p-value = NA
##
##
## Pearson's Chi-squared test
##
## data: contable_bmi_group
## X-squared = 230.73, df = 3, p-value < 2.2e-16Effect of work type
ggplot(data = brainData, mapping = aes(x = work_type, y = age)) +
geom_boxplot()
select_heart_disease <- select(brainData, c('work_type','stroke'))
workType_effect <- select_heart_disease %>% group_by(work_type, stroke) %>% count(stroke)
ggplot(workType_effect, aes(work_type, n, fill = stroke)) +
geom_bar(stat = 'identity', position='fill') +
ggtitle("Distribution for Work Type on stroke")
ggplot(brainData, aes(work_type, age, color = stroke)) +
geom_boxplot() +
ggtitle("Distribution for age vs work_type on stroke")
#checking on balanced dataset
ggplot(data = balanced_df, mapping = aes(x = work_type, y = age)) +
geom_boxplot()
select_heart_disease <- select(balanced_df, c('work_type','stroke'))
workType_effect <- select_heart_disease %>% group_by(work_type, stroke) %>% count(stroke)
ggplot(workType_effect, aes(work_type, n, fill = stroke)) +
geom_bar(stat = 'identity', position='fill') +
ggtitle("Distribution for Work Type on stroke")
ggplot(balanced_df, aes(work_type, age, color = stroke)) +
geom_boxplot() +
ggtitle("Distribution for age vs work_type on stroke")
From the box plot people with govt_job, private and self-employed are more likely to get heart stroke. But when comparing with age, this might be because people who have stroke in these 3 categories are older. So age might be contributing to this dependence.
#model2 <- glm( stroke ~. , data = balanced_df, family = binomial)
# Summarize the model
#summary(model2)Data Analysis for Ever Married
ggplot(data = brainData, mapping = aes(x = ever_married, y = age)) +
geom_boxplot()
select_married <- select(brainData, c('ever_married','stroke'))
married_effect <- select_married %>% group_by(ever_married, stroke) %>% count(stroke)
ggplot(married_effect, aes(ever_married, n, fill = stroke)) +
geom_bar(stat = 'identity', position='fill') +
ggtitle("Distribution for Marriage Status on stroke")
ggplot(brainData, aes(ever_married, age, color = stroke)) +
geom_boxplot() +
ggtitle("Distribution for age vs ever_married on stroke")
#checking on balanced dataset
ggplot(data = balanced_df, mapping = aes(x = ever_married, y = age)) +
geom_boxplot()
select_married <- select(balanced_df, c('ever_married','stroke'))
married_effect <- select_married %>% group_by(ever_married, stroke) %>% count(stroke)
ggplot(married_effect, aes(ever_married, n, fill = stroke)) +
geom_bar(stat = 'identity', position='fill') +
ggtitle("Distribution for Marriage Status on stroke")
ggplot(balanced_df, aes(ever_married, age, color = stroke)) +
geom_boxplot() +
ggtitle("Distribution for age vs ever_married on stroke")
- From the plot above, we see that people who are married are more likely to get stroke but we then notice that age is a contributing factor to this hypothesis. The married people that get stroke are noticed in the older age bracket, which is why we say age is a major contributing factor to stroke.
ttest
subset_stroke_1 = subset(balanced_df, balanced_df$stroke == 1)
subset_stroke_0 = subset(balanced_df, balanced_df$stroke == 0)
ttest2sample_age = t.test(subset_stroke_1$age, subset_stroke_0$age)
ttest2sample_bmi = t.test(subset_stroke_1$bmi, subset_stroke_0$bmi)
ttest2sample_glucose = t.test(subset_stroke_1$avg_glucose_level, subset_stroke_0$avg_glucose_level)
ttest2sample_age##
## Welch Two Sample t-test
##
## data: subset_stroke_1$age and subset_stroke_0$age
## t = 133.28, df = 25200, p-value < 2.2e-16
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## 22.64964 23.32579
## sample estimates:
## mean of x mean of y
## 68.67653 45.68882ttest2sample_bmi##
## Welch Two Sample t-test
##
## data: subset_stroke_1$bmi and subset_stroke_0$bmi
## t = -4.0101, df = 23754, p-value = 6.088e-05
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.3711981 -0.1274623
## sample estimates:
## mean of x mean of y
## 28.56820 28.81753ttest2sample_glucose##
## Welch Two Sample t-test
##
## data: subset_stroke_1$avg_glucose_level and subset_stroke_0$avg_glucose_level
## t = 16.924, df = 19061, p-value < 2.2e-16
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## 4.037413 5.095096
## sample estimates:
## mean of x mean of y
## 95.75303 91.18678